  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 09:15:08 EDT 2014
171176671
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 09:19:02 EDT 2014
012771862
  
[1] "samples.txt"
[1] 1
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.1346
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]          0.006235631      19900.549310525    5999348.533300891
[4] 2399540895.804925919
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]           0.006235631       19900.549310525   299967426.665044546
[4] 39992348263.415428162
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 100 100   2   9
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 100.006236  99.996511   1.999395   8.998844
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.006235631 -0.003489001 -0.030247869 -0.012841018
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 1.0 0.01
  Date and time plus nanoseconds
Fri Jul 18 09:47:26 EDT 2014
455386289
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.77e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.96603057|  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|0.23055433|  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|0.77230843|  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_bitstream|   0|   2097152|     100|0.76980442|  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|0.14511651|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.96e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.45664840|  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|0.30228966|  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|0.76200753|  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_byt|   0|    256000|     100|0.60770856|  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|0.75190252|  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_2dsphere|   2|      8000|     100|0.21296059|  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|0.87457321|  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_squeeze|   0|    100000|     100|0.06908387|  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_runs|   0|    100000|     100|0.48508515|  PASSED  
        diehard_runs|   0|    100000|     100|0.01180277|  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|0.85308470|  PASSED  
       diehard_craps|   0|    200000|     100|0.62469520|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 09:52:18 EDT 2014
915010004
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 09:52:19 EDT 2014
237468101
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 09:58:18 EDT 2014
497634292
  
[1] "samples.txt"
[1] 10
[1] 0.1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.469
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]         0.002117949     10968.819549193   1320079.142107936
[4] 171614764.945909053
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]           0.002117949       34686.453018832   208722839.037108302
[4] 28602460824.318176270
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 100.0000000  31.6227766   0.6324555   3.6000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 100.0021179  31.6230729   0.6325725   3.6006191
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.0021179491 0.0009369039 0.0184963943 0.0171967173
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 10.0 0.1
  Date and time plus nanoseconds
Fri Jul 18 10:26:14 EDT 2014
500607379
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.47056352|  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|0.80796444|  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_6x8|   0|    100000|     100|0.49476232|  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_bitstream|   0|   2097152|     100|0.96923422|  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_opso|   0|   2097152|     100|0.84032358|  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|0.79719487|  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_dna|   0|   2097152|     100|0.95990242|  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|0.79706878|  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_byt|   0|    256000|     100|0.70892927|  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|0.77995133|  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|0.54781419|  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_3dsphere|   3|      4000|     100|0.83523306|  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|0.12833746|  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_runs|   0|    100000|     100|0.25580887|  PASSED  
        diehard_runs|   0|    100000|     100|0.11829232|  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|0.92125705|  PASSED  
       diehard_craps|   0|    200000|     100|0.97470130|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 10:31:04 EDT 2014
544011854
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 10:31:05 EDT 2014
099071202
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 10:36:29 EDT 2014
273427625
  
[1] "samples.txt"
[1] 100
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.9811
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]         0.00005258162     10090.02208052603   1030205.02719375549
[4] 106111597.45116892457
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]            0.00005258162       100900.22080526034    515102513.59687775373
[4] 176852662418.61486816406
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 100.00  10.00   0.20   3.06
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 100.000053  10.000578   0.200130   3.061402
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.00005258162 0.00578226539 0.06499610899 0.04580290614
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 100.0 1.0
  Date and time plus nanoseconds
Fri Jul 18 11:05:29 EDT 2014
592750607
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.33e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.61153464|  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|0.51214809|  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
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.09058461|  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_bitstream|   0|   2097152|     100|0.77473198|  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|0.94393360|  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_oqso|   0|   2097152|     100|0.07032824|  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|0.73024858|  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_str|   0|    256000|     100|0.98143327|  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|0.42253856|  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_parking_lot|   0|     12000|     100|0.01311425|  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|0.75333113|  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_3dsphere|   3|      4000|     100|0.92912127|  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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.88858927|  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|0.86926473|  PASSED  
        diehard_runs|   0|    100000|     100|0.55881660|  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_craps|   0|    200000|     100|0.08384695|  PASSED  
       diehard_craps|   0|    200000|     100|0.13920903|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 11:10:28 EDT 2014
827149788
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 11:10:29 EDT 2014
233155420
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 11:15:43 EDT 2014
438658650
  
[1] "samples.txt"
[1] 1000
[1] 10

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.4497
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]        -0.0001970076     10006.7990254876   1002996.2329090605
[4] 100600352.7782298326
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]            -0.0001970076        316442.7700809415    1585876290.2806816101
[4] 1676672546303.8303222656
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 100.00000000   3.16227766   0.06324555   3.00600000
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 99.99980299  3.16238908  0.06326714  3.00500713
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.0001970076  0.0035233753  0.0341342805 -0.0330296864
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 1000.0 10.0
  Date and time plus nanoseconds
Fri Jul 18 11:43:50 EDT 2014
531784763
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.04e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.24730092|  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|0.76404791|  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|0.27892393|  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|0.96258554|  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_opso|   0|   2097152|     100|0.89078319|  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_oqso|   0|   2097152|     100|0.65970029|  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_dna|   0|   2097152|     100|0.49645596|  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_str|   0|    256000|     100|0.05199043|  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|0.76646921|  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_parking_lot|   0|     12000|     100|0.99897050|   WEAK   
#=============================================================================#
#            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|0.13994074|  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_3dsphere|   3|      4000|     100|0.28771190|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.98e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.15396973|  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_runs|   0|    100000|     100|0.07216797|  PASSED  
        diehard_runs|   0|    100000|     100|0.71440292|  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|0.48153527|  PASSED  
       diehard_craps|   0|    200000|     100|0.90939423|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 11:48:45 EDT 2014
061264735
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Fri Jul 18 11:48:45 EDT 2014
475566825
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Fri Jul 18 11:57:48 EDT 2014
634493855
  
[1] "samples.txt"
[1] 0.09
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.6763
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]        0.004285264      951.973808945   205295.938607974 63463992.988883965
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]        0.04761405     3173.24602982  3079439.07911961 95195989.48332594
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]  9.000000 30.000000  6.666667 69.666667
[1] "Empirical mean, sd, skew and kurtosis:"
[1]  9.004285 30.014941  6.665472 69.648337
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.04761405  0.04980215 -0.01791307 -0.02631040
  
  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
Fri Jul 18 12:27:06 EDT 2014
684913081
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.41767480|  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|0.05888319|  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_rank_6x8|   0|    100000|     100|0.06362813|  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_bitstream|   0|   2097152|     100|0.88380248|  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_opso|   0|   2097152|     100|0.73193789|  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|0.49754803|  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_dna|   0|   2097152|     100|0.14359916|  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_count_1s_str|   0|    256000|     100|0.25601320|  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
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.07410404|  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|0.18103491|  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_2dsphere|   2|      8000|     100|0.52285015|  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|0.72954889|  PASSED  
#=============================================================================#
#            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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.48263117|  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_runs|   0|    100000|     100|0.30960479|  PASSED  
        diehard_runs|   0|    100000|     100|0.77616931|  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|0.85639304|  PASSED  
       diehard_craps|   0|    200000|     100|0.66362115|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Fri Jul 18 12:32:05 EDT 2014
400081836
  
