  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 15:57:25 EDT 2014
545667245
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 16:10:41 EDT 2014
322259600
  
[1] "samples.txt"
[1] 0.01
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0008, p-value < 0.00000000000000022
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]       0.0005524715      91.0721901844   20272.9524407578 6072038.1056380970
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]       0.05524715     910.72190184  101364.76220379 1012006.35093968
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   1  10  20 603
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   1.000552  10.003554  19.970274 598.351577
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.05524715  0.03553649 -0.14862950 -0.77088280
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.01 0.01
  Date and time plus nanoseconds
Tue Jul 15 16:43:30 EDT 2014
316314665
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.84e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.99212399|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.47e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.56375942|  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_6x8|   0|    100000|     100|0.66689297|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.50e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.19333275|  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
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.94448888|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.28e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.09140971|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.28e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.54556846|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.28e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.27688893|  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_byt|   0|    256000|     100|0.87961159|  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_parking_lot|   0|     12000|     100|0.35741380|  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_2dsphere|   2|      8000|     100|0.37214450|  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_3dsphere|   3|      4000|     100|0.74687488|  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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.00000000|  FAILED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.43e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.34572987|  PASSED  
        diehard_runs|   0|    100000|     100|0.75539596|  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_craps|   0|    200000|     100|0.01168383|  PASSED  
       diehard_craps|   0|    200000|     100|0.47936305|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 16:49:03 EDT 2014
664523074
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 16:49:03 EDT 2014
978528222
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 16:54:00 EDT 2014
847448554
  
[1] "samples.txt"
[1] 1.5
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.945
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]          0.00294112      37381.02959153   13127843.56498895
[4] 5908658296.67703152
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]            0.001960747        30521.482853046    803912953.932564378
[4] 147716457416.925781250
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 150.000000 122.474487   1.632993   7.000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 150.002941 122.485190   1.633291   7.002437
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.001960747 0.008739065 0.018260550 0.034819905
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 1.5 0.01
  Date and time plus nanoseconds
Tue Jul 15 17:26:59 EDT 2014
773859076
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.93572063|  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|0.72876555|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  4.65e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.06185337|  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
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.83893911|  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
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.72391987|  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_oqso|   0|   2097152|     100|0.31321246|  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
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.50856820|  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_count_1s_str|   0|    256000|     100|0.75105578|  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|0.85534347|  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_parking_lot|   0|     12000|     100|0.97977277|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.18e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.86935012|  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_3dsphere|   3|      4000|     100|0.41917658|  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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.97611395|  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_runs|   0|    100000|     100|0.31220480|  PASSED  
        diehard_runs|   0|    100000|     100|0.46930921|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.17450154|  PASSED  
       diehard_craps|   0|    200000|     100|0.99997088|   WEAK   
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 17:32:52 EDT 2014
573708502
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 17:32:52 EDT 2014
937233985
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 17:36:58 EDT 2014
549601647
  
[1] "samples.txt"
[1] 20.5
[1] 0.01

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0, p-value = 0.9814
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]             -0.02246832        4406948.43509690     9916519056.23976326
[4] 23303439468254.47656250
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]               -0.001096015           973332.082041814
[3]    2244947482098.250976562 7962008484986946.000000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 2050.0000000  452.7692569    0.4417261    3.2926829
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 2049.9775317  452.7618859    0.4415559    3.2926302
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.001096015 -0.001627986 -0.038536076 -0.001600283
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 20.5 0.01
  Date and time plus nanoseconds
Tue Jul 15 18:10:05 EDT 2014
238255925
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.90e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.71129855|  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
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.75958812|  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_6x8|   0|    100000|     100|0.26641214|  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_bitstream|   0|   2097152|     100|0.69145010|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.46934637|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.20e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.77429175|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.28e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.71202445|  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_str|   0|    256000|     100|0.71613547|  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_byt|   0|    256000|     100|0.93108145|  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_parking_lot|   0|     12000|     100|0.91403506|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.22e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.93122156|  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_3dsphere|   3|      4000|     100|0.88269110|  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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.53843351|  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_runs|   0|    100000|     100|0.50091053|  PASSED  
        diehard_runs|   0|    100000|     100|0.62063821|  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_craps|   0|    200000|     100|0.96737065|  PASSED  
       diehard_craps|   0|    200000|     100|0.45533157|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 18:15:42 EDT 2014
180788237
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 18:15:42 EDT 2014
544382106
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 18:30:31 EDT 2014
367674754
  
[1] "samples.txt"
[1] 0.01
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0008, p-value < 0.00000000000000022
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.00001408124   -0.08987819268  -19.97966429603 -599.93902312606
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.1408124 -89.8781927 -99.8983215 -99.9898372
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.01   0.10  20.00 603.00
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.01001408   0.10010757  19.96911915 599.10163574
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.1408124  0.1075700 -0.1544042 -0.6464949
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.01 1.0
  Date and time plus nanoseconds
Tue Jul 15 19:02:19 EDT 2014
532986321
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.92e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.29878027|  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
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.01675507|  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_rank_6x8|   0|    100000|     100|0.41620463|  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
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.48139476|  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
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.77615345|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.16072958|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.50e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.42740754|  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
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.11372261|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.29441930|  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_parking_lot|   0|     12000|     100|0.27195005|  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_2dsphere|   2|      8000|     100|0.20479682|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.41e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.99845583|   WEAK   
#=============================================================================#
#            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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.00000000|  FAILED  
#=============================================================================#
#            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_runs|   0|    100000|     100|0.39579788|  PASSED  
        diehard_runs|   0|    100000|     100|0.62661414|  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_craps|   0|    200000|     100|0.01769793|  PASSED  
       diehard_craps|   0|    200000|     100|0.89927784|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 19:07:52 EDT 2014
318243648
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 19:07:52 EDT 2014
678585916
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 19:12:33 EDT 2014
690997753
  
[1] "samples.txt"
[1] 1.5
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3707
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1] -0.0001493421  2.5244732281 11.4868763005 55.0220634978
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   -0.009956139  206.122375940  703.424641864 1375.551587445
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 1.500000 1.224745 1.632993 7.000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 1.499851 1.224609 1.632478 6.995824
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.009956139 -0.011130171 -0.031561235 -0.059652123
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 1.5 1.0
  Date and time plus nanoseconds
Tue Jul 15 19:44:52 EDT 2014
504104542
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.63e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.80135435|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.57e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.31560156|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.50e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.09666904|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.64e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.79566877|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.43e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.78153491|  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_oqso|   0|   2097152|     100|0.84031003|  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_dna|   0|   2097152|     100|0.21434494|  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_str|   0|    256000|     100|0.35853515|  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_count_1s_byt|   0|    256000|     100|0.33108798|  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_parking_lot|   0|     12000|     100|0.01880397|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.53e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.39120054|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.57e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.48413052|  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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.59609823|  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_runs|   0|    100000|     100|0.60621060|  PASSED  
        diehard_runs|   0|    100000|     100|0.87083167|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.59e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.66760094|  PASSED  
       diehard_craps|   0|    200000|     100|0.86632711|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 19:50:16 EDT 2014
464452678
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 19:50:16 EDT 2014
854498635
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 19:54:28 EDT 2014
197844207
  
[1] "samples.txt"
[1] 20.5
[1] 1

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3764
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]     -0.0001119589    436.2178660241   9916.3024268766 233042.6192099521
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]       -0.0005461411     9634.4409292304  2244898.4405403682
[4] 79622894.8967336565
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 20.5000000  4.5276926  0.4417261  3.2926829
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 20.4998880  4.5277090  0.4418078  3.2920554
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.0005461411  0.0003634952  0.0185025256 -0.0190592442
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 20.5 1.0
  Date and time plus nanoseconds
Tue Jul 15 20:26:00 EDT 2014
952898961
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.43e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.24239833|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.59e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.62048686|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.50e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.05567138|  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|0.48713738|  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_opso|   0|   2097152|     100|0.94629058|  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_oqso|   0|   2097152|     100|0.66947413|  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
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.06328938|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.59e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.99995422|   WEAK   
#=============================================================================#
#            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_count_1s_byt|   0|    256000|     100|0.99617360|   WEAK   
#=============================================================================#
#            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_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|  5.63e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.82837745|  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_3dsphere|   3|      4000|     100|0.38242437|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.60e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.40596555|  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_runs|   0|    100000|     100|0.38951441|  PASSED  
        diehard_runs|   0|    100000|     100|0.04271566|  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_craps|   0|    200000|     100|0.77878747|  PASSED  
       diehard_craps|   0|    200000|     100|0.93122964|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 20:31:25 EDT 2014
918209194
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 20:31:26 EDT 2014
290718441
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 20:45:12 EDT 2014
401653790
  
[1] "samples.txt"
[1] 0.01
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0008, p-value < 0.00000000000000022
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.000000004459011   -0.001995966350405  -19.999999838161472
[4] -599.999999990256129
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.002229505 -99.798317520 -99.999999191 -99.999999998
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.0002   0.0020  20.0000 603.0000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.0002000045   0.0019984113  19.9768531545 602.8719337362
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.002229505 -0.079433570 -0.115734228 -0.021238186
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.01 50
  Date and time plus nanoseconds
Tue Jul 15 21:16:34 EDT 2014
654318491
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.65e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.93036787|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.45e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.42343257|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.53e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.57257816|  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_bitstream|   0|   2097152|     100|0.29197724|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.53e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.24289709|  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_oqso|   0|   2097152|     100|0.18270107|  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_dna|   0|   2097152|     100|0.57456777|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.44e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.23936851|  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|0.05471105|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.59e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.05559273|  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_2dsphere|   2|      8000|     100|0.66325146|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.54e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.58092120|  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_squeeze|   0|    100000|     100|0.00000000|  FAILED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.57e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.94285113|  PASSED  
        diehard_runs|   0|    100000|     100|0.92662102|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.64e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.03156047|  PASSED  
       diehard_craps|   0|    200000|     100|0.94647984|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 21:21:50 EDT 2014
408198767
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 21:21:50 EDT 2014
796970278
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 21:26:19 EDT 2014
240178509
  
[1] "samples.txt"
[1] 1.5
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.7829
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  0.0000007898101 -0.0229947718309 -1.6328881411904 -3.9999905457347
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.0026327 -93.8757629 -99.9935688 -99.9997636
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 0.0300000 0.0244949 1.6329932 7.0000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 0.03000079 0.02449649 1.63335911 7.00456990
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] 0.002632700 0.006517426 0.022409468 0.065284310
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 1.5 50
  Date and time plus nanoseconds
Tue Jul 15 21:57:42 EDT 2014
959458719
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.24e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.59058579|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.64e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.33596947|  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_rank_6x8|   0|    100000|     100|0.96842533|  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_bitstream|   0|   2097152|     100|0.89025274|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.64e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.70566610|  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_oqso|   0|   2097152|     100|0.97434412|  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_dna|   0|   2097152|     100|0.55743643|  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_str|   0|    256000|     100|0.62028160|  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|0.33901913|  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_parking_lot|   0|     12000|     100|0.99940693|   WEAK   
#=============================================================================#
#            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|0.43826551|  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_3dsphere|   3|      4000|     100|0.67712189|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.60e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.64536604|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.57e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.10506580|  PASSED  
        diehard_runs|   0|    100000|     100|0.97845568|  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_craps|   0|    200000|     100|0.74250150|  PASSED  
       diehard_craps|   0|    200000|     100|0.97325978|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 22:02:58 EDT 2014
730516197
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 22:02:59 EDT 2014
152799798
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 22:07:10 EDT 2014
177096901
  
[1] "samples.txt"
[1] 20.5
[1] 50

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3495
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  0.000008260695  0.085752292074 -0.362387793540 -0.255394073388
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.002014804  94.697564782 -82.039025997 -87.259641741
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 0.41000000 0.09055385 0.44172610 3.29268293
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 0.41000826 0.09055037 0.44139585 3.29143275
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.002014804 -0.003843536 -0.074764099 -0.037968207
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 20.5 50
  Date and time plus nanoseconds
Tue Jul 15 22:37:44 EDT 2014
939856593
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  1.65e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.75543358|  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_rank_32x32|   0|     40000|     100|0.89045836|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.41e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.75790549|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.50e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.60909364|  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
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.43726449|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.47e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.77506449|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.45e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.42232203|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.59e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_str|   0|    256000|     100|0.79368434|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.53e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.94471889|  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_parking_lot|   0|     12000|     100|0.91059716|  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|0.77777735|  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_3dsphere|   3|      4000|     100|0.70675965|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.45e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.61101835|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.45e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.13603759|  PASSED  
        diehard_runs|   0|    100000|     100|0.82004706|  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_craps|   0|    200000|     100|0.18762136|  PASSED  
       diehard_craps|   0|    200000|     100|0.31467916|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 22:43:17 EDT 2014
957707069
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 22:43:18 EDT 2014
363605108
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 22:58:05 EDT 2014
927832984
  
[1] "samples.txt"
[1] 0.01
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0009, p-value < 0.00000000000000022
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]    0.0000000109499   -0.0000999898855  -19.9999999999797 -599.9999999999999
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.109499 -99.989886-100.000000-100.000000
[1] "Theoretical mean, sd, skew and kurtosis:"
[1]   0.00001   0.00010  20.00000 603.00000
[1] "Empirical mean, sd, skew and kurtosis:"
[1]   0.00001001095   0.00010007122  19.95930349821 598.65741685981
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.10949902  0.07121634 -0.20348251 -0.72016304
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 0.01 1000
  Date and time plus nanoseconds
Tue Jul 15 23:29:09 EDT 2014
470879206
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  3.17e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.15400285|  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|0.93529871|  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_rank_6x8|   0|    100000|     100|0.23583516|  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
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.37140443|  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
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.84942117|  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_oqso|   0|   2097152|     100|0.79811144|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.59e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
         diehard_dna|   0|   2097152|     100|0.59917256|  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|0.12316898|  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_count_1s_byt|   0|    256000|     100|0.21152336|  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|0.02755364|  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_2dsphere|   2|      8000|     100|0.99911871|   WEAK   
#=============================================================================#
#            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_3dsphere|   3|      4000|     100|0.81027884|  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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.00000000|  FAILED  
#=============================================================================#
#            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_runs|   0|    100000|     100|0.90319170|  PASSED  
        diehard_runs|   0|    100000|     100|0.01152630|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.50e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.08124852|  PASSED  
       diehard_craps|   0|    200000|     100|0.07877752|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Tue Jul 15 23:35:15 EDT 2014
070465426
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Tue Jul 15 23:35:15 EDT 2014
523490151
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Tue Jul 15 23:44:53 EDT 2014
760398080
  
[1] "samples.txt"
[1] 1.5
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.4561
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1]  0.0000001276596 -0.0012209944127 -1.6329931487300 -3.9999999999410
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]   0.008510641 -99.693776334 -99.999999196 -99.999999999
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 0.001500000 0.001224745 1.632993162 7.000000000
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 0.001500128 0.001224776 1.632129566 6.992077150
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1]  0.008510641  0.002521870 -0.052884225 -0.113183572
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 1.5 1000
  Date and time plus nanoseconds
Wed Jul 16 00:16:24 EDT 2014
742449782
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.53e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.42844362|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.57e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
  diehard_rank_32x32|   0|     40000|     100|0.42516243|  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
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.57762253|  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_bitstream|   0|   2097152|     100|0.76954197|  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
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.81773983|  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_oqso|   0|   2097152|     100|0.50770064|  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_dna|   0|   2097152|     100|0.28699088|  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|0.68680516|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.45e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.99685278|   WEAK   
#=============================================================================#
#            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
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.72624287|  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|0.12332980|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.53e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_3dsphere|   3|      4000|     100|0.30961938|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.59e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.34470390|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.60e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
        diehard_runs|   0|    100000|     100|0.79627351|  PASSED  
        diehard_runs|   0|    100000|     100|0.41428629|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.41e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
       diehard_craps|   0|    200000|     100|0.08034019|  PASSED  
       diehard_craps|   0|    200000|     100|0.91968406|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Wed Jul 16 00:21:56 EDT 2014
561193770
  
  
  Generating Gamma Distribution samples.
  Date and time plus nanoseconds
Wed Jul 16 00:21:57 EDT 2014
065719837
  
  
  Invoking R Script.
  Date and time plus nanoseconds
Wed Jul 16 00:27:09 EDT 2014
167519816
  
[1] "samples.txt"
[1] 20.5
[1] 1000

	One-sample Kolmogorov-Smirnov test

data:  gamm.unif
D = 0.0001, p-value = 0.3472
alternative hypothesis: two-sided

[1] "Difference of empirical moments from theoretical ones:"
[1] -0.0000001638729 -0.0040869500215 -0.4417161876451 -0.2926826937874
[1] "Relative Difference of empirical moments from theoretical ones (in %):"
[1]  -0.0007993801 -90.2656255739 -99.9977550219 -99.9999203774
[1] "Theoretical mean, sd, skew and kurtosis:"
[1] 0.020500000 0.004527693 0.441726104 3.292682927
[1] "Empirical mean, sd, skew and kurtosis:"
[1] 0.020499836 0.004527612 0.442192536 3.293567020
[1] "Relative Difference of empirical mean, sd, skew and kurtosis from theoretical ones (in %):"
[1] -0.0007993801 -0.0017892017  0.1055930528  0.0268502500
  
  Performing Gamma Distribution tests using Dieharder suite:
  Number of Samples, Alpha, Lambda  1.5*10^8 20.5 1000
  Date and time plus nanoseconds
Wed Jul 16 00:59:04 EDT 2014
638672544
  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  2.54e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
   diehard_birthdays|   0|       100|     100|0.80334704|  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_rank_32x32|   0|     40000|     100|0.48561374|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.43e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_rank_6x8|   0|    100000|     100|0.97368411|  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
#=============================================================================#
   diehard_bitstream|   0|   2097152|     100|0.89518144|  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
#=============================================================================#
# The file file_input was rewound 1 times
        diehard_opso|   0|   2097152|     100|0.49622778|  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
#=============================================================================#
        diehard_oqso|   0|   2097152|     100|0.36548978|  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_dna|   0|   2097152|     100|0.75128836|  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_count_1s_str|   0|    256000|     100|0.30053106|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.26e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
diehard_count_1s_byt|   0|    256000|     100|0.32292463|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.47e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
 diehard_parking_lot|   0|     12000|     100|0.02303464|  PASSED  
#=============================================================================#
#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
#=============================================================================#
   rng_name    |           filename             |rands/second|
     file_input|                       die_input|  5.60e+06  |
#=============================================================================#
        test_name   |ntup| tsamples |psamples|  p-value |Assessment
#=============================================================================#
    diehard_2dsphere|   2|      8000|     100|0.00668456|  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|0.30555663|  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
#=============================================================================#
# The file file_input was rewound 1 times
     diehard_squeeze|   0|    100000|     100|0.35128358|  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_runs|   0|    100000|     100|0.80966923|  PASSED  
        diehard_runs|   0|    100000|     100|0.17380879|  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_craps|   0|    200000|     100|0.17100283|  PASSED  
       diehard_craps|   0|    200000|     100|0.57954034|  PASSED  
  
  Dieharder Tests Suite completed.
  Date and time plus nanoseconds
Wed Jul 16 01:04:35 EDT 2014
409464639
  
