  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 09:17:25 EDT 2014
654123347
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 09:29:09 EDT 2014
674573143
  
[1] "samples.txt"
[1] 0.02
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.1062
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]       -0.0005891316      189.7016404515    41038.1527036296
[4] 12273055.6312516946
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]      -0.02945658    1341.39316365  290183.56064106 4091018.54375057
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   2.00000  14.14214  14.14214 303.00000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   1.999411  14.136695  14.103812 299.207092
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.02945658 -0.03847400 -0.27098825 -1.25178479
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.02 0.01
  Date and time plus nanoseconds
Thu Jul 17 09:58:59 EDT 2014
710912818
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.50e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.98338956|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.74e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.66828458|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.79e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.37955870|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.62e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.80098953|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.80e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.73060223|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.58142241|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.85413805|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.40e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.99988520|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.95075059|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.86e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.30014525|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.51e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.99193137|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.48e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.52919485|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.29e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.13525164|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.80e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.62346343|  PASSED  
        diehard_runs|   0|    100000|     100|0.81200105|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.81e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.86861187|  PASSED  
       diehard_craps|   0|    200000|     100|0.48451626|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 10:04:20 EDT 2014
008402727
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 10:04:20 EDT 2014
341145581
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 10:15:31 EDT 2014
929654223
  
[1] "samples.txt"
[1] 0.03
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.978
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]        0.001499403      292.178586447    62864.334657750 19058514.590336174
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]       0.04998011    1686.89385536  544421.10805618 9529257.29516809
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   3.00000  17.32051  11.54701 203.00000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   3.001499  17.334650  11.546236 202.895571
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.049980107  0.081649643 -0.006667255 -0.051442915
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.03 0.01
  Date and time plus nanoseconds
Thu Jul 17 10:46:18 EDT 2014
954297914
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.65280184|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.13e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.96354430|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.76e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.86674457|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.63e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.39419992|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.24534807|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.63e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.95660238|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.78e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.43147868|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.83e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.12350997|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.74e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.62298843|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.49e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.32092307|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.52e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.88654201|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.37e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.24248676|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.38e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.47098554|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.61e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.52827988|  PASSED  
        diehard_runs|   0|    100000|     100|0.25622220|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.69e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.15262500|  PASSED  
       diehard_craps|   0|    200000|     100|0.04070833|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 10:51:46 EDT 2014
422692277
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 10:51:46 EDT 2014
755155617
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 11:02:02 EDT 2014
553188458
  
[1] "samples.txt"
[1] 0.04
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.8851
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]        0.0008810533      396.2249480191    85015.2087044546
[4] 25905435.6515681483
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]        0.02202633     1981.12474010   850152.08704455 17270290.43437877
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   4  20  10 153
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   4.000881  20.005447  10.011505 153.483293
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.02202633 0.02723398 0.11505002 0.31587761
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.04 0.01
  Date and time plus nanoseconds
Thu Jul 17 11:33:23 EDT 2014
533539152
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.63e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.58532953|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.35e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.43003257|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.76e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.91574583|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.78e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.89100152|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.91e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.50584833|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.91e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.93252868|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.39e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.07427636|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.73e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.51380150|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.81e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.65953854|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.00e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.96817716|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.84e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.13330525|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.67e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.42372686|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.77e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.30343604|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.40e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.51045367|  PASSED  
        diehard_runs|   0|    100000|     100|0.75682367|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.33e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.67935658|  PASSED  
       diehard_craps|   0|    200000|     100|0.12853109|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 11:38:42 EDT 2014
800271129
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 11:38:45 EDT 2014
244953514
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 11:48:41 EDT 2014
598824941
  
[1] "samples.txt"
[1] 0.05
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.8196
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]        0.0000007259462      502.5424115541570   107579.8704617047188
[4] 32768423.0930256061256
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]        0.00001451892     2247.43798762354  1202779.51681496715
[4] 27307019.24418800697
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   5.000000  22.360680   8.944272 123.000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   5.000001  22.358513   8.943766 122.822117
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.00001451892 -0.00969172940 -0.00566094627 -0.14462036591
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.05 0.01
  Date and time plus nanoseconds
Thu Jul 17 12:20:47 EDT 2014
636945582
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.04e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.59388658|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.82e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.97663087|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.87e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.99746325|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.80e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.18863678|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.97e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.65787173|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.76e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.14967682|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.84e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.06357874|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.87e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.93944878|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.71e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.69136709|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.70e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.77743129|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.99e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.38644387|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.86e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.92422089|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.82e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.71545680|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.84e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.73278462|  PASSED  
        diehard_runs|   0|    100000|     100|0.99206076|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.86e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.91085647|  PASSED  
       diehard_craps|   0|    200000|     100|0.83090579|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 12:25:52 EDT 2014
844393994
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 12:25:53 EDT 2014
268093163
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 12:34:53 EDT 2014
422747159
  
[1] "samples.txt"
[1] 0.06
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3813
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]        0.0008106441      611.6603501793   131017.4508579346
[4] 40089777.5885182992
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]        0.01351074     2497.09292305  1604629.51001055 40089777.58851830
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   6.000000  24.494897   8.164966 103.000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   6.000811  24.497868   8.162367 102.945599
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.01351074  0.01212620 -0.03182926 -0.05281646
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.06 0.01
  Date and time plus nanoseconds
Thu Jul 17 13:04:42 EDT 2014
959518506
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.92e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.65181860|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.85e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.28699654|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.93e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.01376885|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.90e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.76161977|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.91e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.58496940|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.87e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.93544108|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.93e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.58240557|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.88e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.72762996|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.89e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.05284503|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.83e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.35955403|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.87e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.52077702|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.02e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.44383153|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.89e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.42956805|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.87e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.09480949|  PASSED  
        diehard_runs|   0|    100000|     100|0.36747607|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.91e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.97566091|  PASSED  
       diehard_craps|   0|    200000|     100|0.75981380|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 13:09:42 EDT 2014
673411040
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 13:09:43 EDT 2014
016053679
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 13:18:20 EDT 2014
175583761
  
[1] "samples.txt"
[1] 0.07
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.942
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]        0.0003196867      722.8495676083   155170.9634703916
[4] 47611422.6036700606
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]        0.004566953     2732.114558860  2052718.900204722 55546659.704281747
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  7.000000 26.457513  7.559289 88.714286
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  7.000320 26.463231  7.561321 88.656849
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.004566953  0.021612641  0.026881221 -0.064743483
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.07 0.01
  Date and time plus nanoseconds
Thu Jul 17 13:49:30 EDT 2014
968408232
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.44e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.00542204|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.56e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.50521849|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.11421335|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.01e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.62290246|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.22451954|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.66e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.67494664|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.48e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.02405546|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.08e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.15429151|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.08e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.00071092|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.69e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.05100378|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.76e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.24096460|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.72e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.33061496|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.76e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.04597358|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.61e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.99999894|   WEAK   
        diehard_runs|   0|    100000|     100|0.97418250|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.85e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.70018734|  PASSED  
       diehard_craps|   0|    200000|     100|0.76609399|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 13:55:03 EDT 2014
557032910
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 13:55:04 EDT 2014
350656243
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 14:03:44 EDT 2014
711904722
  
[1] "samples.txt"
[1] 0.08
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.03944
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]        0.001063939      835.093506950   179306.087393718 55131454.951816268
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]        0.01329924     2952.50140845  2535771.00608251 73508606.60242170
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  8.000000 28.284271  7.071068 78.000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  8.001064 28.272969  7.062461 77.799402
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.01329924 -0.03996052 -0.12172079 -0.25717664
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.08 0.01
  Date and time plus nanoseconds
Thu Jul 17 14:35:10 EDT 2014
052055017
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.09e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.11186905|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.36e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.03715120|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.69e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.16637673|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.79e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.99036863|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.39e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.50411060|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.72822627|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.99e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.69139631|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.80e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.16757688|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.55e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.19280272|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.85083996|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.64903388|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.76517734|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.46e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.64151286|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.97641659|  PASSED  
        diehard_runs|   0|    100000|     100|0.29702037|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.33e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.33114236|  PASSED  
       diehard_craps|   0|    200000|     100|0.05937215|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 14:40:45 EDT 2014
748951984
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 14:40:47 EDT 2014
334877602
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 14:41:50 EDT 2014
922657058
  
[1] "samples.txt"
[1] 0.09
[1] 0.01
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.09 0.01
  Date and time plus nanoseconds
Thu Jul 17 14:41:54 EDT 2014
214048693
  
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
# file_input(): Error: Cannot open die_input, exiting.
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 14:41:54 EDT 2014
247364120
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 14:41:54 EDT 2014
253580310
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 14:54:32 EDT 2014
164631475
  
[1] "samples.txt"
[1] 0.02
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3826
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.000006141752   -0.120995644014  -14.100740227157 -299.874281491102
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.03070876 -85.55684038 -99.70729034 -99.95809383
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.0200000   0.1414214  14.1421356 303.0000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.02000614   0.14151137  14.18062358 305.35794325
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.03070876 0.06364637 0.27215097 0.77819909
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.02 1.0
  Date and time plus nanoseconds
Thu Jul 17 15:25:52 EDT 2014
568951499
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.31708746|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.82e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.52115823|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.85e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.39548489|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.32e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.21450471|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.04876964|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.09e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.05400390|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.39e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.60834376|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.02e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.82717459|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.96e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.30975510|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.83e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.76094232|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.85e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.72765890|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.76e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.81249875|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.72e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.87273957|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.58e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.34240729|  PASSED  
        diehard_runs|   0|    100000|     100|0.78261006|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.68e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.24011068|  PASSED  
       diehard_craps|   0|    200000|     100|0.23142960|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 15:31:21 EDT 2014
787050742
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 15:31:22 EDT 2014
224841545
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 15:44:58 EDT 2014
445629106
  
[1] "samples.txt"
[1] 0.03
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.1255
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   -0.000004052786   -0.142295881107  -11.484229104964 -199.809965480987
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.01350929 -82.15456526 -99.45634148 -99.90498274
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.0300000   0.1732051  11.5470054 203.0000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.02999595   0.17323234  11.55094378 202.83542330
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.01350929  0.01573710  0.03410748 -0.08107226
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.03 1.0
  Date and time plus nanoseconds
Thu Jul 17 16:17:09 EDT 2014
382509835
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.48e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.38492133|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.58e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.76281627|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.04e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.54984076|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.53e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.93679031|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.34e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.38588671|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.04e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.44133049|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.42e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.11233158|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.75e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.94415914|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.31e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.94986745|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.46e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.05100378|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.32e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.51418548|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.10e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.10037279|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.62e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.54497551|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.56e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.97797512|  PASSED  
        diehard_runs|   0|    100000|     100|0.06501745|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.63e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.14533694|  PASSED  
       diehard_craps|   0|    200000|     100|0.44034355|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 16:22:54 EDT 2014
777093572
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 16:22:55 EDT 2014
321475768
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 16:34:53 EDT 2014
658057353
  
[1] "samples.txt"
[1] 0.04
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.9726
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   -0.00001155608   -0.15839879958   -9.91493983128 -149.73990178814
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.02889021 -79.19939979 -99.14939831 -99.82660119
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.04   0.20  10.00 153.00
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.03998844   0.20000531  10.02387080 154.28609990
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.028890208  0.002656265  0.238707983  0.840588172
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.04 1.0
  Date and time plus nanoseconds
Thu Jul 17 17:08:23 EDT 2014
303129038
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.35e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.39272787|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.65e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.24774944|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.20649973|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.81298060|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.75947072|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.40e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.02631597|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.09e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.77372526|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.30e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.99693604|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.34e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.81460586|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.92238409|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.83e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.95527482|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.75e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.97582315|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.75792191|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.06e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.52664548|  PASSED  
        diehard_runs|   0|    100000|     100|0.30431583|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.82363640|  PASSED  
       diehard_craps|   0|    200000|     100|0.74907106|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 17:14:03 EDT 2014
318357885
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 17:14:03 EDT 2014
770025350
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 17:25:57 EDT 2014
428459299
  
[1] "samples.txt"
[1] 0.05
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.7943
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.00002805963   -0.17106576567   -8.83655729481 -119.67117668070
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.05611926 -76.50293613 -98.79571399 -99.72598057
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.0500000   0.2236068   8.9442719 123.0000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.05002806   0.22369226   8.94112363 123.02722373
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.05611926  0.03821836 -0.03519887  0.02213311
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.05 1.0
  Date and time plus nanoseconds
Thu Jul 17 18:01:00 EDT 2014
377874457
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.80e+05  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.77984292|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.11556256|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.28589622|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.11522718|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.92312388|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.94593901|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.44999025|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.79131072|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.61048502|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.73047572|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.28260263|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.19818078|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.05524226|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.63690327|  PASSED  
        diehard_runs|   0|    100000|     100|0.10227867|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.34542723|  PASSED  
       diehard_craps|   0|    200000|     100|0.03364978|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 18:07:26 EDT 2014
594932750
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 18:07:27 EDT 2014
190859952
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 18:18:30 EDT 2014
162290422
  
[1] "samples.txt"
[1] 0.06
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.9028
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   0.00001369483  -0.18135059176  -8.03403117470 -99.59960335884
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.02282472 -74.03606906 -98.39638478 -99.59960336
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.060000   0.244949   8.164966 103.000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.06001369   0.24494232   8.15995699 102.87245795
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.022824725 -0.002717244 -0.061345247 -0.123827230
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.06 1.0
  Date and time plus nanoseconds
Thu Jul 17 18:47:21 EDT 2014
201681831
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.74e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.66226407|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.02964462|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.90172945|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.89375922|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.29262830|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.45383191|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.86600193|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.72765689|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.10e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.74311635|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.49824922|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.61320695|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.01e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.87022532|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.82096354|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.50740808|  PASSED  
        diehard_runs|   0|    100000|     100|0.56493968|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.28741801|  PASSED  
       diehard_craps|   0|    200000|     100|0.95341682|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 18:52:09 EDT 2014
244805087
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 18:52:09 EDT 2014
623746126
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 19:01:05 EDT 2014
134878014
  
[1] "samples.txt"
[1] 0.07
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.8545
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   0.00002716306  -0.18960083604  -7.40388703367 -85.23574648788
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.03880437 -71.66238007 -97.94421913 -99.44170424
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.0700000  0.2645751  7.5592895 88.7142857
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.07002716  0.26470831  7.56613572 89.03354652
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.03880437 0.05033874 0.09056753 0.35987530
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.07 1.0
  Date and time plus nanoseconds
Thu Jul 17 19:29:06 EDT 2014
180477673
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.76180185|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.76211515|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.10133796|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.04e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.90801740|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.28155662|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.04e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.14575743|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.57860222|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.54968849|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.23329016|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.86481685|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.09266382|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.10e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.12673351|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.11402523|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.42382928|  PASSED  
        diehard_runs|   0|    100000|     100|0.10831918|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.94429600|  PASSED  
       diehard_craps|   0|    200000|     100|0.91220906|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 19:33:57 EDT 2014
952228301
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 19:33:58 EDT 2014
373377103
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 19:43:07 EDT 2014
606525854
  
[1] "samples.txt"
[1] 0.08
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.7795
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   0.00001643468  -0.19639341350  -6.89117237268 -74.44578720099
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.02054336 -69.43555723 -97.45589430 -99.26104960
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.0800000  0.2828427  7.0710678 78.0000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.08001643  0.28292520  7.07230189 78.00778273
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.020543356 0.029164302 0.017452524 0.009977858
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.08 1.0
  Date and time plus nanoseconds
Thu Jul 17 20:11:28 EDT 2014
282037457
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.80e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.75601597|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.99013882|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.73115892|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.11359056|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.44578134|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.51980371|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.42039208|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.37327173|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.60234638|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.27377983|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.93659236|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.65345947|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.56586373|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.14e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.17368021|  PASSED  
        diehard_runs|   0|    100000|     100|0.19894256|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.21513428|  PASSED  
       diehard_craps|   0|    200000|     100|0.99392359|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 20:16:17 EDT 2014
251328756
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 20:16:17 EDT 2014
741908597
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 20:26:18 EDT 2014
040045350
  
[1] "samples.txt"
[1] 0.09
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.9337
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  -0.0000190265  -0.2019796994  -6.4619736639 -66.0340998412
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.02114056 -67.32656648 -96.92960496 -99.05114976
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.090000  0.300000  6.666667 69.666667
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.08998097  0.29987285  6.66366169 69.68077891
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.02114056 -0.04238367 -0.04507469  0.02025681
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.09 1.0
  Date and time plus nanoseconds
Thu Jul 17 20:54:54 EDT 2014
212840729
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.88e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.01279956|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.80251994|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.73834875|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.19850125|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.43858691|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.06e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.67864895|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.03e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.85611606|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.04e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.36703347|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.14e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.94693615|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.98895430|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.40869147|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.21042096|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.01678978|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.13e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.77593772|  PASSED  
        diehard_runs|   0|    100000|     100|0.52762723|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.26576644|  PASSED  
       diehard_craps|   0|    200000|     100|0.17981043|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 20:59:39 EDT 2014
466021805
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 20:59:39 EDT 2014
853836758
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 21:12:13 EDT 2014
298505339
  
[1] "samples.txt"
[1] 0.02
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.8155
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   -0.0000004987945   -0.0028202787033  -14.1421352941151 -299.9999999800571
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.1246986 -99.7119098 -99.9999977-100.0000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.000400000   0.002828427  14.142135624 303.000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.0003995012   0.0028264501  14.1708319884 304.3492949482
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.12469863 -0.06989745  0.20291394  0.44531186
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.02 50.0
  Date and time plus nanoseconds
Thu Jul 17 21:40:09 EDT 2014
028594533
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.58e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.92691285|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.62405338|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.83536845|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.66828798|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.29e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.37012084|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.18177139|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.73164825|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.80687243|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.43659220|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.71038532|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.60140929|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.13e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.82333950|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.29020673|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.86002115|  PASSED  
        diehard_runs|   0|    100000|     100|0.87317964|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.42059805|  PASSED  
       diehard_craps|   0|    200000|     100|0.34365254|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 21:45:03 EDT 2014
045170802
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 21:45:03 EDT 2014
449444083
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 21:58:07 EDT 2014
947568421
  
[1] "samples.txt"
[1] 0.03
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.06192
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.0000001524299   -0.0034517387444  -11.5470048822465 -199.9999999696619
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.02540499 -99.64311466 -99.99999566 -99.99999998
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.000600000   0.003464102  11.547005384 203.000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.0006001524   0.0034644896  11.5363821858 202.4122692825
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.02540499  0.01119899 -0.09199959 -0.28952252
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.03 50.0
  Date and time plus nanoseconds
Thu Jul 17 22:25:46 EDT 2014
346611802
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.10668491|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.13796251|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.34118440|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.61119121|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.24196296|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.94641900|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.05107200|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.14e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.29617602|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.13e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.32712543|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.52934120|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.15958539|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.88827609|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.32444480|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.05957956|  PASSED  
        diehard_runs|   0|    100000|     100|0.35276156|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.97e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.92039696|  PASSED  
       diehard_craps|   0|    200000|     100|0.98596387|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 22:30:37 EDT 2014
519113363
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 22:30:37 EDT 2014
951188843
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 22:42:45 EDT 2014
239702378
  
[1] "samples.txt"
[1] 0.04
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.6188
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.00000001530481   -0.00398336242331   -9.99999932112789
[4] -149.99999995867140
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.001913101 -99.584060583 -99.999993211 -99.999999972
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.0008   0.0040  10.0000 153.0000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.0008000153   0.0039996940  10.0017516570 153.2454260112
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.001913101 -0.007649318  0.017516570  0.160409158
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.04 50.0
  Date and time plus nanoseconds
Thu Jul 17 23:12:02 EDT 2014
767279049
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.98e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.81007538|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.92821079|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.68255300|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.08913906|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.11904197|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.67864895|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.72109212|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.66402671|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.14e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.62515697|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.08e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.27343195|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.97042060|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.69800908|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.12135024|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.87472335|  PASSED  
        diehard_runs|   0|    100000|     100|0.75231896|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.77273888|  PASSED  
       diehard_craps|   0|    200000|     100|0.08566263|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Thu Jul 17 23:16:48 EDT 2014
526875242
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Thu Jul 17 23:16:48 EDT 2014
998229888
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Thu Jul 17 23:28:27 EDT 2014
000157564
  
[1] "samples.txt"
[1] 0.05
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.7816
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   -0.0000006261135   -0.0044511693440   -8.9442710520483 -119.9999999478337
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.06261135 -99.53117232 -99.99999041 -99.99999996
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.001000000   0.004472136   8.944271910 123.000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.0009993739   0.0044685415   8.9332231033 122.5417151494
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.06261135 -0.08037478 -0.12352941 -0.37258931
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.05 50.0
  Date and time plus nanoseconds
Thu Jul 17 23:55:28 EDT 2014
518747712
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.36e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.90053298|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.66205564|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.74838449|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.07239409|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.15141517|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.64937976|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.73144693|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.95607900|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.61365241|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.66719833|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.08063206|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.76880708|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.22287400|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.20608970|  PASSED  
        diehard_runs|   0|    100000|     100|0.95421422|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.52034502|  PASSED  
       diehard_craps|   0|    200000|     100|0.13709958|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 00:00:08 EDT 2014
422489069
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 00:00:08 EDT 2014
984923629
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 00:10:34 EDT 2014
917469300
  
[1] "samples.txt"
[1] 0.06
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.2871
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  -0.0000003036454  -0.0048735713521  -8.1649647644493 -99.9999999362604
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.02530378 -99.48135865 -99.99998720 -99.99999994
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.001200000   0.004898979   8.164965809 103.000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.001199696   0.004895800   8.153912156 102.590547181
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.02530378 -0.06489126 -0.13537906 -0.39752701
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.06 50.0
  Date and time plus nanoseconds
Fri Jul 18 00:38:38 EDT 2014
387556920
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.74901265|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.16578213|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.42401600|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.11607590|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.14e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.94729487|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.70451563|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.31839881|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.74210766|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.28538015|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.94058683|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.08e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.88469011|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.01255535|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.17542556|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.96242286|  PASSED  
        diehard_runs|   0|    100000|     100|0.99624425|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.19461849|  PASSED  
       diehard_craps|   0|    200000|     100|0.18726343|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 00:43:23 EDT 2014
302391981
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 00:43:23 EDT 2014
698719982
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 00:55:28 EDT 2014
718477610
  
[1] "samples.txt"
[1] 0.07
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3032
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   0.00000003659149  -0.00526155436183  -7.55928822086899 -85.71428563813130
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.002613678 -99.434031079 -99.999983605 -99.999999911
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.001400000  0.005291503  7.559289460 88.714285714
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.001400037  0.005290384  7.557455582 88.792880662
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.002613678 -0.021148610 -0.024259923  0.088593338
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.07 50.0
  Date and time plus nanoseconds
Fri Jul 18 01:23:48 EDT 2014
660052403
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.71516049|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.71705832|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.23667044|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.09303892|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.39664800|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.73382595|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.06e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.20211420|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.86949572|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.17859693|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.31706537|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.43639395|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.13e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.49768111|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.86973787|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.51426918|  PASSED  
        diehard_runs|   0|    100000|     100|0.10684630|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.48186920|  PASSED  
       diehard_craps|   0|    200000|     100|0.35648826|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 01:28:35 EDT 2014
318002366
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 01:28:35 EDT 2014
747734027
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 01:39:43 EDT 2014
157534203
  
[1] "samples.txt"
[1] 0.08
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.09858
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   0.0000001977572  -0.0056222989896  -7.0710663760579 -74.9999999117871
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.01235983 -99.38914354 -99.99997969 -99.99999988
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.001600000  0.005656854  7.071067812 78.000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.001600198  0.005656379  7.062443785 77.695819091
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.012359825 -0.008395342 -0.121962161 -0.389975524
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.08 50.0
  Date and time plus nanoseconds
Fri Jul 18 02:07:44 EDT 2014
955682056
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.59e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.89428114|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.59152967|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.28497382|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.47322462|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.10e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.39563381|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.72164519|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.29372942|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.18055240|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.22257133|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.18589551|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.65383601|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.73429967|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.74631412|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.60296727|  PASSED  
        diehard_runs|   0|    100000|     100|0.88929127|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.61010310|  PASSED  
       diehard_craps|   0|    200000|     100|0.42230089|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 02:12:31 EDT 2014
030613356
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 02:12:31 EDT 2014
494008146
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 02:23:20 EDT 2014
754246404
  
[1] "samples.txt"
[1] 0.09
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3832
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   0.0000002941777  -0.0059607336265  -6.6666650245618 -66.6666665653285
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.01634321 -99.34556044 -99.99997537 -99.99999985
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.001800  0.006000  6.666667 69.666667
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.001800294  0.006002109  6.667510359 69.535814148
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.01634321  0.03515302  0.01265539 -0.18782658
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.09 50.0
  Date and time plus nanoseconds
Fri Jul 18 02:53:20 EDT 2014
569782864
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.40e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.98820461|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.13e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.99599429|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.20315305|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.00027962|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.82887130|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.44794958|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.73859687|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.03220147|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.20178767|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.96749733|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.19425552|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.59386018|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.63213011|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.27718929|  PASSED  
        diehard_runs|   0|    100000|     100|0.53198331|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.86556279|  PASSED  
       diehard_craps|   0|    200000|     100|0.35312420|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 02:59:15 EDT 2014
724006029
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 02:59:16 EDT 2014
532419006
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 03:11:25 EDT 2014
049496785
  
[1] "samples.txt"
[1] 0.02
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.8445
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   -0.000000001407064   -0.000141400976215  -14.142135623689937
[4] -299.999999999999886
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.00703532 -99.98558915-100.00000000-100.00000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.0000200000   0.0001414214  14.1421356237 303.0000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.00001999859   0.00014135091  14.09501571371 299.73175750405
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.00703532 -0.04981636 -0.33318808 -1.07862789
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.02 1000.0
  Date and time plus nanoseconds
Fri Jul 18 03:40:14 EDT 2014
334811428
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.03e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.73549989|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.38729458|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.28085317|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.41795432|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.55216731|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.03739525|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.28447249|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.64946088|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.29953166|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.85254424|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.13498276|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.50632344|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.80870183|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.52969341|  PASSED  
        diehard_runs|   0|    100000|     100|0.95800655|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.64476174|  PASSED  
       diehard_craps|   0|    200000|     100|0.30759709|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 03:45:03 EDT 2014
047167788
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 03:45:03 EDT 2014
599513750
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 03:58:04 EDT 2014
488475453
  
[1] "samples.txt"
[1] 0.03
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.8748
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.00000001750492   -0.00017317412289  -11.54700538372961
[4] -199.99999999999980
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.05834973 -99.98212647-100.00000000-100.00000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.0000300000   0.0001732051  11.5470053838 203.0000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.0000300175   0.0001733690  11.5467318358 202.7735908594
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.058349734  0.094643434 -0.002368995 -0.111531596
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.03 1000.0
  Date and time plus nanoseconds
Fri Jul 18 04:26:48 EDT 2014
499639049
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.39e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.81137213|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.84131813|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.54243195|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.00e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.37218347|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.10e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.99815090|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.05661673|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.64102424|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.13954831|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.13e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.98810858|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.72516127|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.94460977|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.10e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.59098739|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.09503889|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.16445293|  PASSED  
        diehard_runs|   0|    100000|     100|0.48468894|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.60189732|  PASSED  
       diehard_craps|   0|    200000|     100|0.81492866|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 04:31:38 EDT 2014
179659814
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 04:31:38 EDT 2014
607187942
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 04:44:04 EDT 2014
343956866
  
[1] "samples.txt"
[1] 0.04
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.4791
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]   -0.00000001892104   -0.00019995845563   -9.99999999991526
[4] -149.99999999999974
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.04730261 -99.97922782-100.00000000-100.00000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.00004   0.00020  10.00000 153.00000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.00003998108   0.00019986466  10.00543610527 153.54942033979
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.04730261 -0.06767059  0.05436105  0.35909826
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.04 1000.0
  Date and time plus nanoseconds
Fri Jul 18 05:11:43 EDT 2014
944212673
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.90e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.99022141|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.62165166|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.78686922|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.92558601|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.84390065|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.29e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.26377531|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.92043951|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.13888027|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.60180646|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.22906590|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.26359970|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.60812859|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.05320890|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.61622630|  PASSED  
        diehard_runs|   0|    100000|     100|0.98044685|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.15108246|  PASSED  
       diehard_craps|   0|    200000|     100|0.08392879|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 05:16:27 EDT 2014
257998479
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 05:16:27 EDT 2014
671830158
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 05:27:47 EDT 2014
968411071
  
[1] "samples.txt"
[1] 0.05
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.4848
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.000000008054431   -0.000223554260265   -8.944271909891212
[4] -119.999999999999673
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.01610886 -99.97650452-100.00000000-100.00000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.0000500000   0.0002236068   8.9442719100 123.0000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.00005000805   0.00022368880   8.96257897801 123.72761246566
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.01610886 0.03667306 0.20467924 0.59155485
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.05 1000.0
  Date and time plus nanoseconds
Fri Jul 18 05:55:40 EDT 2014
767852703
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.49e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.50913992|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.52914511|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.42114978|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.49715020|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.97053738|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.40576601|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.45041544|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.30996605|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.69973680|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.77743129|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.87720579|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.72312013|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.01358822|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.24967004|  PASSED  
        diehard_runs|   0|    100000|     100|0.51061054|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.82363640|  PASSED  
       diehard_craps|   0|    200000|     100|0.76723230|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 06:00:37 EDT 2014
857819909
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 06:00:38 EDT 2014
223080190
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 06:13:01 EDT 2014
319581238
  
[1] "samples.txt"
[1] 0.06
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.1603
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  -0.00000003993318  -0.00024488553318  -8.16496580914693 -99.99999999999960
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.0665553 -99.9741003-100.0000000-100.0000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.000060000   0.000244949   8.164965809 103.000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.00005996007   0.00024463419   8.15229049980 102.58197208226
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.0665553 -0.1285101 -0.1552402 -0.4058523
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.06 1000.0
  Date and time plus nanoseconds
Fri Jul 18 06:41:52 EDT 2014
399387162
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.90497105|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.25894649|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.28e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.37976567|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.82297179|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.94556389|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.29e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.51144143|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.28077085|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.50404952|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.47608477|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.76205443|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.96858772|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.75435288|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.07894526|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.39847072|  PASSED  
        diehard_runs|   0|    100000|     100|0.00241725|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.23e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.73490390|  PASSED  
       diehard_craps|   0|    200000|     100|0.83686484|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 06:46:34 EDT 2014
031709182
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 06:46:34 EDT 2014
445089737
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 06:58:27 EDT 2014
343327435
  
[1] "samples.txt"
[1] 0.07
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.1719
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  -0.000000002477558  -0.000264500300144  -7.559289460029830
[4] -85.714285714285239
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.003539368 -99.971716555 -99.999999998-100.000000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.0000700000  0.0002645751  7.5592894602 88.7142857143
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.00006999752  0.00026444529  7.55340612086 88.60073058395
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.003539368 -0.049076670 -0.077829264 -0.128000952
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.07 1000.0
  Date and time plus nanoseconds
Fri Jul 18 07:26:49 EDT 2014
050460606
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.03e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.44864971|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.62217400|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.00929057|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.44062971|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.72304489|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.53043395|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.50373419|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.27e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.86759929|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.42210820|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.14e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.33164281|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.88231644|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.83388147|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.25e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.35214565|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.63623072|  PASSED  
        diehard_runs|   0|    100000|     100|0.62285777|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.09e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.39408517|  PASSED  
       diehard_craps|   0|    200000|     100|0.74318264|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 07:31:33 EDT 2014
223819374
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 07:31:33 EDT 2014
708515859
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 07:44:09 EDT 2014
336681037
  
[1] "samples.txt"
[1] 0.08
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3005
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  -0.00000002007516  -0.00028275636714  -7.07106781168603 -74.99999999999945
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.02509394 -99.96947231-100.00000000-100.00000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.0000800000  0.0002828427  7.0710678119 78.0000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.00007997992  0.00028275174  7.06709515301 77.75857540312
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.02509394 -0.03216298 -0.05618188 -0.30951871
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.08 1000.0
  Date and time plus nanoseconds
Fri Jul 18 08:11:43 EDT 2014
952428654
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.19e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.92889168|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.90658879|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.16e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.84719355|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.73913476|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.92e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.06633175|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.46178842|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.76796098|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.21e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.99444888|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.11e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.54721202|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.91461926|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.99020046|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.99777966|   WEAK   
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.52506692|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.15e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.45164199|  PASSED  
        diehard_runs|   0|    100000|     100|0.55672756|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.13e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.41388261|  PASSED  
       diehard_craps|   0|    200000|     100|0.31485923|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 08:16:33 EDT 2014
361550126
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 08:16:33 EDT 2014
810806797
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 08:28:51 EDT 2014
454940468
  
[1] "samples.txt"
[1] 0.09
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.895
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  -0.000000004048665  -0.000299901892736  -6.666666666461628
[4] -66.666666666666032
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.004498517 -99.967297579 -99.999999997-100.000000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  0.000090  0.000300  6.666667 69.666667
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  0.00008999595  0.00030001332  6.66610712504 69.59335775556
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.004498517  0.004440720 -0.008393124 -0.105228102
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.09 1000.0
  Date and time plus nanoseconds
Fri Jul 18 08:58:38 EDT 2014
168714964
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.39e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.32260428|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.97e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.94042203|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.08e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.04124697|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.00e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.74029007|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.82e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.02443616|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.99e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.25490956|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.93e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.54789109|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.01e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.33878943|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.97e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.85545713|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.03e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.35161543|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.66e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.54355650|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.07e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.48474674|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.05e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.26630324|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.12e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.09538110|  PASSED  
        diehard_runs|   0|    100000|     100|0.57068458|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  6.02e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.46018320|  PASSED  
       diehard_craps|   0|    200000|     100|0.37197702|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 09:04:12 EDT 2014
291313409
  
