Nothing
`sitmo`'s BigCrush Results
In sitmo: Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Introduction
TestU01 is a software library produced by Pierre L'Ecuyer and Richard Simard written in C that provides a collection of utilities for the empirical statistical testing of uniform random number generators (RNGs). The suite is able to provide information on the quality of the randomness a psuedo-random number generator can produce. It is able to do so under four different branches:
- Implementing (pre-programmed) RNGs;
- implementing specific statistical tests;
- implementing batteries of statistical tests; and
- Applying tests to entire families of RNGs.
TestU01 offers several batteries of tests including "Small Crush" (which consists of 10 tests), "Crush" (96 tests), and "Big Crush" (106 tests). With the later test being more extensive than the previous ones. For more information about the tests available, please consult the TestU01 userguide. The results of the "Big Crush" test are presented next.
Results of the Test
Running the Big Crush test from the TestU01 suite has yielded a complete pass rate (e.g "All tests were passed") with the specifics of each of the 103 tests being detailed below.
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Starting BigCrush
Version: TestU01 1.2.3
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
***********************************************************
Test smarsa_SerialOver calling smultin_MultinomialOver
***********************************************************
HOST = Sitmos-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 1, n = 1000000000, r = 0, d = 256, t = 3,
Sparse = FALSE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 16777216
Expected number per cell = 59.604645
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 0.0083558402, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 16711680
Value of the statistic : 1.67e+7
p-value of test : 0.59
-----------------------------------------------
CPU time used : 00:01:04.53
Generator state:
***********************************************************
Test smarsa_SerialOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 1, n = 1000000000, r = 22, d = 256, t = 3,
Sparse = FALSE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 16777216
Expected number per cell = 59.604645
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 0.0083558402, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 16711680
Value of the statistic : 1.67e+7
p-value of test : 0.42
-----------------------------------------------
CPU time used : 00:01:08.78
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 2097152, t = 2,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1445
p-value of test : 0.02
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334565
j = 1 : 599997110
j = 2 : 1445
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:03:49.93
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 9, d = 2097152, t = 2,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1294
p-value of test : 0.97
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334414
j = 1 : 599997412
j = 2 : 1294
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:03:44.17
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 16384, t = 3,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1341
p-value of test : 0.73
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334461
j = 1 : 599997318
j = 2 : 1341
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:43.85
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 16, d = 16384, t = 3,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1401
p-value of test : 0.16
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334521
j = 1 : 599997198
j = 2 : 1401
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:38.33
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 64, t = 7,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1363
p-value of test : 0.51
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334483
j = 1 : 599997274
j = 2 : 1363
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:45.35
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 24, d = 64, t = 7,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1312
p-value of test : 0.92
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334432
j = 1 : 599997376
j = 2 : 1312
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:41.50
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 8, t = 14,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1373
p-value of test : 0.41
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334493
j = 1 : 599997254
j = 2 : 1373
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:45.18
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 27, d = 8, t = 14,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1360
p-value of test : 0.54
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334480
j = 1 : 599997280
j = 2 : 1360
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:41.13
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 4, t = 21,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1355
p-value of test : 0.59
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334475
j = 1 : 599997290
j = 2 : 1355
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:43.98
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 28, d = 4, t = 21,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1387
p-value of test : 0.27
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334507
j = 1 : 599997226
j = 2 : 1387
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:39.21
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 100, n = 10000000, r = 0, d = 2147483648, t = 2, p = 1
Number of cells = d^t = 4611686018427387904
Lambda = Poisson mean = 54.2101
----------------------------------------------------
Total expected number = N*Lambda : 5421.01
Total observed number : 5379
p-value of test : 0.71
-----------------------------------------------
CPU time used : 00:03:58.55
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 20000000, r = 0, d = 2097152, t = 3, p = 1
Number of cells = d^t = 9223372036854775808
Lambda = Poisson mean = 216.8404
----------------------------------------------------
Total expected number = N*Lambda : 4336.81
Total observed number : 4347
p-value of test : 0.44
-----------------------------------------------
CPU time used : 00:01:44.53
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 14, d = 65536, t = 4, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7383
p-value of test : 0.23
-----------------------------------------------
CPU time used : 00:02:48.51
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 20000000, r = 0, d = 512, t = 7, p = 1
Number of cells = d^t = 9223372036854775808
Lambda = Poisson mean = 216.8404
----------------------------------------------------
Total expected number = N*Lambda : 4336.81
Total observed number : 4299
p-value of test : 0.71
-----------------------------------------------
CPU time used : 00:01:59.94
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 20000000, r = 7, d = 512, t = 7, p = 1
Number of cells = d^t = 9223372036854775808
Lambda = Poisson mean = 216.8404
----------------------------------------------------
Total expected number = N*Lambda : 4336.81
Total observed number : 4377
p-value of test : 0.27
-----------------------------------------------
CPU time used : 00:02:05.76
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 14, d = 256, t = 8, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7325
p-value of test : 0.47
-----------------------------------------------
CPU time used : 00:03:19.07
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 22, d = 256, t = 8, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7294
p-value of test : 0.61
-----------------------------------------------
CPU time used : 00:03:19.19
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 0, d = 16, t = 16, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7366
p-value of test : 0.29
-----------------------------------------------
CPU time used : 00:04:00.28
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 26, d = 16, t = 16, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7357
p-value of test : 0.33
-----------------------------------------------
CPU time used : 00:04:19.81
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
snpair_ClosePairs test:
-----------------------------------------------
N = 30, n = 6000000, r = 0, t = 3, p = 0, m = 30, Torus = TRUE
---------------------------------------
Test based on the 2 nearest points (NP):
Stat. AD on the N values (NP) : 0.30
p-value of test : 0.93
A2 test based on the spacings between the
successive jump times of process Y_n(t):
A2 test on the values of A2 (m-NP) : 0.55
p-value of test : 0.69
Test on the Nm values of W_{n,i}(mNP1): 1.63
p-value of test : 0.15
Test on the jump times of Y
(superposition of Yn):
Expected number of jumps of Y = mN : 900
Number of jumps of Y : 970
p-value of test : 0.01
Stat. AD (mNP2) : 1.27
p-value of test : 0.24
Stat. AD after spacings (mNP2-S) : 1.48
p-value of test : 0.18
-----------------------------------------------
CPU time used : 00:02:35.76
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
snpair_ClosePairs test:
-----------------------------------------------
N = 20, n = 4000000, r = 0, t = 5, p = 0, m = 30, Torus = TRUE
---------------------------------------
Test based on the 2 nearest points (NP):
Stat. AD on the N values (NP) : 1.33
p-value of test : 0.22
A2 test based on the spacings between the
successive jump times of process Y_n(t):
A2 test on the values of A2 (m-NP) : 0.58
p-value of test : 0.67
Test on the Nm values of W_{n,i}(mNP1): 0.76
p-value of test : 0.51
Test on the jump times of Y
(superposition of Yn):
Expected number of jumps of Y = mN : 600
Number of jumps of Y : 577
p-value of test : 0.82
Stat. AD (mNP2) : 1.31
p-value of test : 0.23
Stat. AD after spacings (mNP2-S) : 0.81
p-value of test : 0.48
-----------------------------------------------
CPU time used : 00:01:45.47
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
snpair_ClosePairs test:
-----------------------------------------------
N = 10, n = 3000000, r = 0, t = 9, p = 0, m = 30, Torus = TRUE
---------------------------------------
Test based on the 2 nearest points (NP):
Stat. AD on the N values (NP) : 0.52
p-value of test : 0.73
A2 test based on the spacings between the
successive jump times of process Y_n(t):
A2 test on the values of A2 (m-NP) : 0.29
p-value of test : 0.94
Test on the Nm values of W_{n,i}(mNP1): 1.48
p-value of test : 0.18
Test on the jump times of Y
(superposition of Yn):
Expected number of jumps of Y = mN : 300
Number of jumps of Y : 260
p-value of test : 0.99
Stat. AD (mNP2) : 0.71
p-value of test : 0.55
Stat. AD after spacings (mNP2-S) : 0.62
p-value of test : 0.63
-----------------------------------------------
CPU time used : 00:02:55.40
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
snpair_ClosePairs test:
-----------------------------------------------
N = 5, n = 2000000, r = 0, t = 16, p = 0, m = 30, Torus = TRUE
---------------------------------------
Test based on the 2 nearest points (NP):
Stat. AD on the N values (NP) : 1.24
p-value of test : 0.25
A2 test based on the spacings between the
successive jump times of process Y_n(t):
A2 test on the values of A2 (m-NP) : 0.54
p-value of test : 0.70
Test on the Nm values of W_{n,i}(mNP1): 1.31
p-value of test : 0.23
Test on the jump times of Y
(superposition of Yn):
Expected number of jumps of Y = mN : 150
Number of jumps of Y : 150
p-value of test : 0.51
Stat. AD (mNP2) : 3.70
p-value of test : 0.01
Stat. AD after spacings (mNP2-S) : 0.89
p-value of test : 0.42
-----------------------------------------------
CPU time used : 00:03:22.78
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_SimpPoker test:
-----------------------------------------------
N = 1, n = 400000000, r = 0, d = 8, k = 8
-----------------------------------------------
Number of degrees of freedom : 7
Chi-square statistic : 5.92
p-value of test : 0.55
-----------------------------------------------
CPU time used : 00:00:59.10
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_SimpPoker test:
-----------------------------------------------
N = 1, n = 400000000, r = 27, d = 8, k = 8
-----------------------------------------------
Number of degrees of freedom : 7
Chi-square statistic : 3.46
p-value of test : 0.84
-----------------------------------------------
CPU time used : 00:01:09.35
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_SimpPoker test:
-----------------------------------------------
N = 1, n = 100000000, r = 0, d = 32, k = 32
-----------------------------------------------
Number of degrees of freedom : 18
Chi-square statistic : 9.52
p-value of test : 0.95
-----------------------------------------------
CPU time used : 00:01:02.60
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_SimpPoker test:
-----------------------------------------------
N = 1, n = 100000000, r = 25, d = 32, k = 32
-----------------------------------------------
Number of degrees of freedom : 18
Chi-square statistic : 14.29
p-value of test : 0.71
-----------------------------------------------
CPU time used : 00:01:13.81
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_CouponCollector test:
-----------------------------------------------
N = 1, n = 200000000, r = 0, d = 8
-----------------------------------------------
Number of degrees of freedom : 54
Chi-square statistic : 44.18
p-value of test : 0.83
-----------------------------------------------
CPU time used : 00:01:16.02
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_CouponCollector test:
-----------------------------------------------
N = 1, n = 200000000, r = 10, d = 8
-----------------------------------------------
Number of degrees of freedom : 54
Chi-square statistic : 47.86
p-value of test : 0.71
-----------------------------------------------
CPU time used : 00:01:28.55
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_CouponCollector test:
-----------------------------------------------
N = 1, n = 200000000, r = 20, d = 8
-----------------------------------------------
Number of degrees of freedom : 54
Chi-square statistic : 50.86
p-value of test : 0.60
-----------------------------------------------
CPU time used : 00:01:28.60
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_CouponCollector test:
-----------------------------------------------
N = 1, n = 200000000, r = 27, d = 8
-----------------------------------------------
Number of degrees of freedom : 54
Chi-square statistic : 58.93
p-value of test : 0.30
-----------------------------------------------
CPU time used : 00:01:28.68
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Gap test:
-----------------------------------------------
N = 1, n = 500000000, r = 0, Alpha = 0, Beta = 0.0625
-----------------------------------------------
Number of degrees of freedom : 232
Chi-square statistic : 214.26
p-value of test : 0.79
-----------------------------------------------
CPU time used : 00:01:32.96
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Gap test:
-----------------------------------------------
N = 1, n = 300000000, r = 25, Alpha = 0, Beta = 0.03125
-----------------------------------------------
Number of degrees of freedom : 434
Chi-square statistic : 397.76
p-value of test : 0.89
-----------------------------------------------
CPU time used : 00:02:06.14
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Gap test:
-----------------------------------------------
N = 1, n = 100000000, r = 0, Alpha = 0, Beta = 0.0078125
-----------------------------------------------
Number of degrees of freedom : 1437
Chi-square statistic : 1481.41
p-value of test : 0.20
-----------------------------------------------
CPU time used : 00:02:13.51
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Gap test:
-----------------------------------------------
N = 1, n = 10000000, r = 20, Alpha = 0, Beta = 0.000976562
-----------------------------------------------
Number of degrees of freedom : 7046
Chi-square statistic : 7166.64
p-value of test : 0.15
-----------------------------------------------
CPU time used : 00:02:08.09
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Run test:
-----------------------------------------------
N = 5, n = 1000000000, r = 0, Up = FALSE
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.50
p-value of test : 0.05
Kolmogorov-Smirnov- statistic = D- : 0.14
p-value of test : 0.77
Anderson-Darling statistic = A2 : 2.25
p-value of test : 0.07
Test on the sum of all N observations
Number of degrees of freedom : 30
Chi-square statistic : 22.54
p-value of test : 0.83
-----------------------------------------------
CPU time used : 00:01:23.93
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Run test:
-----------------------------------------------
N = 10, n = 1000000000, r = 15, Up = TRUE
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.21
p-value of test : 0.35
Kolmogorov-Smirnov- statistic = D- : 0.15
p-value of test : 0.59
Anderson-Darling statistic = A2 : 0.50
p-value of test : 0.75
Test on the sum of all N observations
Number of degrees of freedom : 60
Chi-square statistic : 58.53
p-value of test : 0.53
-----------------------------------------------
CPU time used : 00:03:11.42
Generator state:
***********************************************************
Test sknuth_Permutation calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 1, n = 1000000000, r = 5, t = 3,
Sparse = FALSE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 6
Expected number per cell = 1.6666667e+08
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 2.5000002e-09, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 5
Value of the statistic : 8.17
p-value of test : 0.15
-----------------------------------------------
CPU time used : 00:00:46.93
Generator state:
***********************************************************
Test sknuth_Permutation calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 1, n = 1000000000, r = 5, t = 5,
Sparse = FALSE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 120
Expected number per cell = 8333333.3
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 5.9500005e-08, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 119
Value of the statistic : 108.58
p-value of test : 0.74
-----------------------------------------------
CPU time used : 00:01:35.02
Generator state:
***********************************************************
Test sknuth_Permutation calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 1, n = 500000000, r = 5, t = 7,
Sparse = FALSE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 5040
Expected number per cell = 99206.349
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 5.0390004e-06, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 5039
Value of the statistic : 4810.30
p-value of test : 0.99
-----------------------------------------------
CPU time used : 00:01:24.63
Generator state:
***********************************************************
Test sknuth_Permutation calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 1, n = 500000000, r = 10, t = 10,
Sparse = FALSE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 3628800
Expected number per cell = 137.7866
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 0.0036287993, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 3628799
Value of the statistic : 3.63e+6
p-value of test : 0.80
-----------------------------------------------
CPU time used : 00:03:06.50
Generator state:
***********************************************************
Test sknuth_CollisionPermut calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 20, n = 20000000, r = 0, t = 14,
Sparse = TRUE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 87178291200
Expected number per cell = 1 / 4358.9146
EColl = n^2 / (2k) = 2294.14912
Hashing = TRUE
Collision test, Mu = 2293.9736, Sigma = 47.8841
-----------------------------------------------
Test Results for Collisions
For the total number of collisions, we use
the Poisson approximation:
Expected number of collisions = N*Mu : 45879.47
Observed number of collisions : 45892
p-value of test : 0.48
-----------------------------
Total number of cells containing j balls
j = 0 : 1743165869892
j = 1 : 399908218
j = 2 : 45888
j = 3 : 2
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:54.47
Generator state:
***********************************************************
Test sknuth_CollisionPermut calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 20, n = 20000000, r = 10, t = 14,
Sparse = TRUE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 87178291200
Expected number per cell = 1 / 4358.9146
EColl = n^2 / (2k) = 2294.14912
Hashing = TRUE
Collision test, Mu = 2293.9736, Sigma = 47.8841
-----------------------------------------------
Test Results for Collisions
For the total number of collisions, we use
the Poisson approximation:
Expected number of collisions = N*Mu : 45879.47
Observed number of collisions : 45960
p-value of test : 0.35
-----------------------------
Total number of cells containing j balls
j = 0 : 1743165869960
j = 1 : 399908084
j = 2 : 45952
j = 3 : 4
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:05:01.14
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_MaxOft test:
-----------------------------------------------
N = 40, n = 10000000, r = 0, d = 100000, t = 8
Number of categories = 100000
Expected number per category = 100.00
-----------------------------------------------
Test results for chi2 with 99999 degrees of freedom:
Kolmogorov-Smirnov+ statistic = D+ : 0.11
p-value of test : 0.35
Kolmogorov-Smirnov- statistic = D- : 0.036
p-value of test : 0.88
Anderson-Darling statistic = A2 : 0.61
p-value of test : 0.64
Test on the sum of all N observations
Number of degrees of freedom : 3999960
Chi-square statistic : 4.00e+6
p-value of test : 0.77
-----------------------------------------------
Test results for Anderson-Darling:
Kolmogorov-Smirnov+ statistic = D+ : 0.091
p-value of test : 0.49
Kolmogorov-Smirnov- statistic = D- : 0.054
p-value of test : 0.77
Anderson-Darling statistic = A2 : 0.41
p-value of test : 0.84
-----------------------------------------------
CPU time used : 00:01:45.23
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_MaxOft test:
-----------------------------------------------
N = 30, n = 10000000, r = 0, d = 100000, t = 16
Number of categories = 100000
Expected number per category = 100.00
-----------------------------------------------
Test results for chi2 with 99999 degrees of freedom:
Kolmogorov-Smirnov+ statistic = D+ : 0.13
p-value of test : 0.32
Kolmogorov-Smirnov- statistic = D- : 0.17
p-value of test : 0.17
Anderson-Darling statistic = A2 : 1.26
p-value of test : 0.25
Test on the sum of all N observations
Number of degrees of freedom : 2999970
Chi-square statistic : 3.00e+6
p-value of test : 0.40
-----------------------------------------------
Test results for Anderson-Darling:
Kolmogorov-Smirnov+ statistic = D+ : 0.19
p-value of test : 0.11
Kolmogorov-Smirnov- statistic = D- : 0.014
p-value of test : 0.98
Anderson-Darling statistic = A2 : 1.61
p-value of test : 0.15
-----------------------------------------------
CPU time used : 00:01:43.48
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_MaxOft test:
-----------------------------------------------
N = 20, n = 10000000, r = 0, d = 100000, t = 24
Number of categories = 100000
Expected number per category = 100.00
-----------------------------------------------
Test results for chi2 with 99999 degrees of freedom:
Kolmogorov-Smirnov+ statistic = D+ : 0.15
p-value of test : 0.38
Kolmogorov-Smirnov- statistic = D- : 0.12
p-value of test : 0.54
Anderson-Darling statistic = A2 : 0.55
p-value of test : 0.69
Test on the sum of all N observations
Number of degrees of freedom : 1999980
Chi-square statistic : 2.00e+6
p-value of test : 0.64
-----------------------------------------------
Test results for Anderson-Darling:
Kolmogorov-Smirnov+ statistic = D+ : 0.040
p-value of test : 0.91
Kolmogorov-Smirnov- statistic = D- : 0.19
p-value of test : 0.23
Anderson-Darling statistic = A2 : 0.94
p-value of test : 0.39
-----------------------------------------------
CPU time used : 00:01:27.73
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_MaxOft test:
-----------------------------------------------
N = 20, n = 10000000, r = 0, d = 100000, t = 32
Number of categories = 100000
Expected number per category = 100.00
-----------------------------------------------
Test results for chi2 with 99999 degrees of freedom:
Kolmogorov-Smirnov+ statistic = D+ : 0.12
p-value of test : 0.51
Kolmogorov-Smirnov- statistic = D- : 0.100
p-value of test : 0.63
Anderson-Darling statistic = A2 : 0.49
p-value of test : 0.75
Test on the sum of all N observations
Number of degrees of freedom : 1999980
Chi-square statistic : 2.00e+6
p-value of test : 0.64
-----------------------------------------------
Test results for Anderson-Darling:
Kolmogorov-Smirnov+ statistic = D+ : 0.10
p-value of test : 0.61
Kolmogorov-Smirnov- statistic = D- : 0.16
p-value of test : 0.33
Anderson-Darling statistic = A2 : 0.79
p-value of test : 0.48
-----------------------------------------------
CPU time used : 00:01:43.31
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleProd test:
-----------------------------------------------
N = 40, n = 10000000, r = 0, t = 8
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.18
p-value of test : 0.06
Kolmogorov-Smirnov- statistic = D- : 0.049
p-value of test : 0.80
Anderson-Darling statistic = A2 : 1.90
p-value of test : 0.10
-----------------------------------------------
CPU time used : 00:01:54.64
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleProd test:
-----------------------------------------------
N = 20, n = 10000000, r = 0, t = 16
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.24
p-value of test : 0.08
Kolmogorov-Smirnov- statistic = D- : 0.043
p-value of test : 0.90
Anderson-Darling statistic = A2 : 2.22
p-value of test : 0.07
-----------------------------------------------
CPU time used : 00:01:29.65
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleProd test:
-----------------------------------------------
N = 20, n = 10000000, r = 0, t = 24
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.23
p-value of test : 0.10
Kolmogorov-Smirnov- statistic = D- : 0.012
p-value of test : 0.98
Anderson-Darling statistic = A2 : 1.69
p-value of test : 0.14
-----------------------------------------------
CPU time used : 00:02:04.43
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleMean test:
-----------------------------------------------
N = 20000000, n = 30, r = 0
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 1.93e-4
p-value of test : 0.22
Kolmogorov-Smirnov- statistic = D- : 7.01e-5
p-value of test : 0.82
Anderson-Darling statistic = A2 : 0.50
p-value of test : 0.74
-----------------------------------------------
CPU time used : 00:00:15.09
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleMean test:
-----------------------------------------------
N = 20000000, n = 30, r = 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 1.37e-4
p-value of test : 0.47
Kolmogorov-Smirnov- statistic = D- : 1.31e-4
p-value of test : 0.50
Anderson-Darling statistic = A2 : 0.49
p-value of test : 0.76
-----------------------------------------------
CPU time used : 00:00:15.52
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleCorr test:
-----------------------------------------------
N = 1, n = 2000000000, r = 0, k = 1
-----------------------------------------------
Normal statistic : -1.75
p-value of test : 0.96
-----------------------------------------------
CPU time used : 00:00:23.87
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleCorr test:
-----------------------------------------------
N = 1, n = 2000000000, r = 0, k = 2
-----------------------------------------------
Normal statistic : 1.09
p-value of test : 0.14
-----------------------------------------------
CPU time used : 00:00:23.96
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_AppearanceSpacings test:
-----------------------------------------------
N = 1, Q = 10000000, K = 1000000000, r = 0, s = 3, L = 15
Sequences of n = (K + Q)L = 15150000000 bits
Q = 10000000 initialization blocks
K = 1000000000 blocks for the test
the blocks have L = 15 bits
-----------------------------------------------
Normal statistic : -0.31
p-value of test : 0.62
-----------------------------------------------
CPU time used : 00:01:09.11
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_AppearanceSpacings test:
-----------------------------------------------
N = 1, Q = 10000000, K = 1000000000, r = 27, s = 3, L = 15
Sequences of n = (K + Q)L = 15150000000 bits
Q = 10000000 initialization blocks
K = 1000000000 blocks for the test
the blocks have L = 15 bits
-----------------------------------------------
Normal statistic : -0.77
p-value of test : 0.78
-----------------------------------------------
CPU time used : 00:01:12.02
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 0, k = 256, Alpha = 0, Beta = 0.25
-----------------------------------------------
Number of degrees of freedom : 67
Chi-square statistic : 53.51
p-value of test : 0.88
-----------------------------------------------
CPU time used : 00:00:53.06
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 20, k = 256, Alpha = 0, Beta = 0.25
-----------------------------------------------
Number of degrees of freedom : 67
Chi-square statistic : 76.46
p-value of test : 0.20
-----------------------------------------------
CPU time used : 00:01:05.73
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 28, k = 256, Alpha = 0, Beta = 0.25
-----------------------------------------------
Number of degrees of freedom : 67
Chi-square statistic : 66.46
p-value of test : 0.50
-----------------------------------------------
CPU time used : 00:01:05.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 0, k = 256, Alpha = 0, Beta = 0.0625
-----------------------------------------------
Number of degrees of freedom : 37
Chi-square statistic : 32.57
p-value of test : 0.68
-----------------------------------------------
CPU time used : 00:00:53.05
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 10, k = 256, Alpha = 0, Beta = 0.0625
-----------------------------------------------
Number of degrees of freedom : 37
Chi-square statistic : 53.95
p-value of test : 0.04
-----------------------------------------------
CPU time used : 00:01:05.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 26, k = 256, Alpha = 0, Beta = 0.0625
-----------------------------------------------
Number of degrees of freedom : 37
Chi-square statistic : 18.95
p-value of test : 0.9939
-----------------------------------------------
CPU time used : 00:01:05.73
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SumCollector test:
-----------------------------------------------
N = 1, n = 500000000, r = 0, g = 10
-----------------------------------------------
Number of degrees of freedom : 29
Chi-square statistic : 22.00
p-value of test : 0.82
-----------------------------------------------
CPU time used : 00:01:58.36
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 10, n = 1000000, r = 0, s = 5, L = 30, k = 30
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.27
p-value of test : 0.19
Kolmogorov-Smirnov- statistic = D- : 0.16
p-value of test : 0.56
Anderson-Darling statistic = A2 : 0.78
p-value of test : 0.50
Test on the sum of all N observations
Number of degrees of freedom : 40
Chi-square statistic : 32.66
p-value of test : 0.79
-----------------------------------------------
CPU time used : 00:01:16.26
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 10, n = 1000000, r = 25, s = 5, L = 30, k = 30
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.19
p-value of test : 0.42
Kolmogorov-Smirnov- statistic = D- : 0.14
p-value of test : 0.62
Anderson-Darling statistic = A2 : 0.49
p-value of test : 0.75
Test on the sum of all N observations
Number of degrees of freedom : 40
Chi-square statistic : 34.46
p-value of test : 0.72
-----------------------------------------------
CPU time used : 00:01:16.23
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 1, n = 5000, r = 0, s = 4, L = 1000, k = 1000
-----------------------------------------------
Number of degrees of freedom : 3
Chi-square statistic : 0.73
p-value of test : 0.87
-----------------------------------------------
CPU time used : 00:03:44.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 1, n = 5000, r = 26, s = 4, L = 1000, k = 1000
-----------------------------------------------
Number of degrees of freedom : 3
Chi-square statistic : 1.12
p-value of test : 0.77
-----------------------------------------------
CPU time used : 00:03:44.77
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 1, n = 80, r = 15, s = 15, L = 5000, k = 5000
-----------------------------------------------
Number of degrees of freedom : 2
Chi-square statistic : 6.04
p-value of test : 0.05
-----------------------------------------------
CPU time used : 00:03:28.23
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 1, n = 80, r = 0, s = 30, L = 5000, k = 5000
-----------------------------------------------
Number of degrees of freedom : 2
Chi-square statistic : 0.075
p-value of test : 0.96
-----------------------------------------------
CPU time used : 00:02:51.20
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_Savir2 test:
-----------------------------------------------
N = 10, n = 10000000, r = 10, m = 1048576, t = 30
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.027
p-value of test : 0.97
Kolmogorov-Smirnov- statistic = D- : 0.41
p-value of test : 0.02
Anderson-Darling statistic = A2 : 2.58
p-value of test : 0.05
Test on the sum of all N observations
Number of degrees of freedom : 130
Chi-square statistic : 164.06
p-value of test : 0.02
-----------------------------------------------
CPU time used : 00:00:37.67
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_GCD test:
-----------------------------------------------
N = 10, n = 50000000, r = 0, s = 30
-----------------------------------------------
Test results for GCD values:
Kolmogorov-Smirnov+ statistic = D+ : 0.34
p-value of test : 0.08
Kolmogorov-Smirnov- statistic = D- : 0.026
p-value of test : 0.97
Anderson-Darling statistic = A2 : 1.62
p-value of test : 0.15
Test on the sum of all N observations
Number of degrees of freedom : 17430
Chi-square statistic :17122.72
p-value of test : 0.95
-----------------------------------------------
CPU time used : 00:01:54.05
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 100000000, r = 0, s = 5, L0 = 50, L1 = 50
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 36
ChiSquare statistic : 30.27
p-value of test : 0.74
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 35
ChiSquare statistic : 34.79
p-value of test : 0.48
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 25
ChiSquare statistic : 34.88
p-value of test : 0.09
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 24
ChiSquare statistic : 25.02
p-value of test : 0.40
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 17
ChiSquare statistic : 24.18
p-value of test : 0.11
-----------------------------------------------
CPU time used : 00:00:47.70
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 100000000, r = 25, s = 5, L0 = 50, L1 = 50
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 36
ChiSquare statistic : 26.87
p-value of test : 0.86
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 35
ChiSquare statistic : 25.33
p-value of test : 0.89
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 25
ChiSquare statistic : 40.08
p-value of test : 0.03
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 24
ChiSquare statistic : 19.29
p-value of test : 0.74
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 17
ChiSquare statistic : 11.45
p-value of test : 0.83
-----------------------------------------------
CPU time used : 00:00:48.73
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 10000000, r = 0, s = 10, L0 = 1000, L1 = 1000
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 146
ChiSquare statistic : 177.55
p-value of test : 0.04
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 146
ChiSquare statistic : 117.36
p-value of test : 0.96
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 500
ChiSquare statistic : 438.13
p-value of test : 0.98
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 136
ChiSquare statistic : 119.76
p-value of test : 0.84
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 74
ChiSquare statistic : 86.45
p-value of test : 0.15
-----------------------------------------------
CPU time used : 00:01:06.36
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 10000000, r = 20, s = 10, L0 = 1000, L1 = 1000
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 146
ChiSquare statistic : 128.52
p-value of test : 0.85
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 146
ChiSquare statistic : 139.85
p-value of test : 0.63
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 500
ChiSquare statistic : 509.00
p-value of test : 0.38
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 136
ChiSquare statistic : 125.25
p-value of test : 0.74
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 74
ChiSquare statistic : 68.45
p-value of test : 0.66
-----------------------------------------------
CPU time used : 00:01:08.10
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 1000000, r = 0, s = 15, L0 = 10000, L1 = 10000
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 384
ChiSquare statistic : 396.65
p-value of test : 0.32
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 384
ChiSquare statistic : 387.98
p-value of test : 0.43
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 5000
ChiSquare statistic : 4987.07
p-value of test : 0.55
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 378
ChiSquare statistic : 370.70
p-value of test : 0.60
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 200
ChiSquare statistic : 202.48
p-value of test : 0.44
-----------------------------------------------
CPU time used : 00:00:57.94
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 1000000, r = 15, s = 15, L0 = 10000, L1 = 10000
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 384
ChiSquare statistic : 370.10
p-value of test : 0.69
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 384
ChiSquare statistic : 369.10
p-value of test : 0.70
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 5000
ChiSquare statistic : 4890.41
p-value of test : 0.86
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 378
ChiSquare statistic : 357.68
p-value of test : 0.77
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 200
ChiSquare statistic : 180.54
p-value of test : 0.83
-----------------------------------------------
CPU time used : 00:00:58.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
scomp_LinearComp test:
-----------------------------------------------
N = 1, n = 400020, r = 0, s = 1
-----------------------------------------------
Number of degrees of freedom : 12
Chi2 statistic for size of jumps : 12.60
p-value of test : 0.40
-----------------------------------------------
Normal statistic for number of jumps : 2.51
p-value of test : 6.1e-3
-----------------------------------------------
CPU time used : 00:02:43.68
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
scomp_LinearComp test:
-----------------------------------------------
N = 1, n = 400020, r = 29, s = 1
-----------------------------------------------
Number of degrees of freedom : 12
Chi2 statistic for size of jumps : 8.18
p-value of test : 0.77
-----------------------------------------------
Normal statistic for number of jumps : -1.55
p-value of test : 0.94
-----------------------------------------------
CPU time used : 00:02:43.05
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
scomp_LempelZiv test:
-----------------------------------------------
N = 10, n = 134217728, r = 0, s = 30, k = 27
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.23
p-value of test : 0.31
Kolmogorov-Smirnov- statistic = D- : 0.13
p-value of test : 0.65
Anderson-Darling statistic = A2 : 0.54
p-value of test : 0.70
Tests on the sum of all N observations
Standardized normal statistic : -0.32
p-value of test : 0.63
Sample variance : 1.17
p-value of test : 0.31
-----------------------------------------------
CPU time used : 00:00:54.70
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
scomp_LempelZiv test:
-----------------------------------------------
N = 10, n = 134217728, r = 15, s = 15, k = 27
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.20
p-value of test : 0.40
Kolmogorov-Smirnov- statistic = D- : 0.015
p-value of test : 0.98
Anderson-Darling statistic = A2 : 0.73
p-value of test : 0.53
Tests on the sum of all N observations
Standardized normal statistic : -1.20
p-value of test : 0.88
Sample variance : 0.89
p-value of test : 0.53
-----------------------------------------------
CPU time used : 00:00:55.27
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sspectral_Fourier3 test:
-----------------------------------------------
N = 100000, n = 16384, r = 0, s = 3, k = 14
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.021
p-value of test : 0.02
Kolmogorov-Smirnov- statistic = D- : 9.76e-3
p-value of test : 0.46
Anderson-Darling statistic = A2 : 2.29
p-value of test : 0.06
-----------------------------------------------
CPU time used : 00:00:39.04
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sspectral_Fourier3 test:
-----------------------------------------------
N = 100000, n = 16384, r = 27, s = 3, k = 14
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.016
p-value of test : 0.11
Kolmogorov-Smirnov- statistic = D- : 4.76e-3
p-value of test : 0.83
Anderson-Darling statistic = A2 : 1.57
p-value of test : 0.16
-----------------------------------------------
CPU time used : 00:00:39.54
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_LongestHeadRun test:
-----------------------------------------------
N = 1, n = 1000, r = 0, s = 3, L = 10000020
-----------------------------------------------
Number of degrees of freedom : 8
Chi-square statistic : 9.12
p-value of test : 0.33
-----------------------------------------------
Global longest run of 1 : 35.00
p-value of test : 0.14
-----------------------------------------------
CPU time used : 00:01:47.05
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_LongestHeadRun test:
-----------------------------------------------
N = 1, n = 1000, r = 27, s = 3, L = 10000020
-----------------------------------------------
Number of degrees of freedom : 8
Chi-square statistic : 4.78
p-value of test : 0.78
-----------------------------------------------
Global longest run of 1 : 35.00
p-value of test : 0.14
-----------------------------------------------
CPU time used : 00:01:50.10
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_PeriodsInStrings test:
-----------------------------------------------
N = 10, n = 500000000, r = 0, s = 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.30
p-value of test : 0.13
Kolmogorov-Smirnov- statistic = D- : 0.13
p-value of test : 0.68
Anderson-Darling statistic = A2 : 0.84
p-value of test : 0.45
Test on the sum of all N observations
Number of degrees of freedom : 200
Chi-square statistic : 183.59
p-value of test : 0.79
-----------------------------------------------
CPU time used : 00:02:51.45
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_PeriodsInStrings test:
-----------------------------------------------
N = 10, n = 500000000, r = 20, s = 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.25
p-value of test : 0.25
Kolmogorov-Smirnov- statistic = D- : 0.17
p-value of test : 0.51
Anderson-Darling statistic = A2 : 0.50
p-value of test : 0.74
Test on the sum of all N observations
Number of degrees of freedom : 200
Chi-square statistic : 195.89
p-value of test : 0.57
-----------------------------------------------
CPU time used : 00:02:56.45
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingWeight2 test:
-----------------------------------------------
N = 10, n = 1000000000, r = 0, s = 3, L = 1000000
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.15
p-value of test : 0.57
Kolmogorov-Smirnov- statistic = D- : 0.19
p-value of test : 0.43
Anderson-Darling statistic = A2 : 1.02
p-value of test : 0.34
Test on the sum of all N observations
Number of degrees of freedom : 10000
Chi-square statistic :10157.86
p-value of test : 0.13
-----------------------------------------------
CPU time used : 00:00:57.75
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingWeight2 test:
-----------------------------------------------
N = 10, n = 1000000000, r = 27, s = 3, L = 1000000
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.18
p-value of test : 0.48
Kolmogorov-Smirnov- statistic = D- : 0.38
p-value of test : 0.04
Anderson-Darling statistic = A2 : 1.47
p-value of test : 0.18
Test on the sum of all N observations
Number of degrees of freedom : 10000
Chi-square statistic :10121.19
p-value of test : 0.20
-----------------------------------------------
CPU time used : 00:01:01.20
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingCorr test:
-----------------------------------------------
N = 1, n = 1000000000, r = 10, s = 10, L = 30
-----------------------------------------------
Normal statistic : 1.36
p-value of test : 0.09
-----------------------------------------------
CPU time used : 00:01:13.01
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingCorr test:
-----------------------------------------------
N = 1, n = 100000000, r = 10, s = 10, L = 300
-----------------------------------------------
Normal statistic : 0.36
p-value of test : 0.36
-----------------------------------------------
CPU time used : 00:01:09.29
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingCorr test:
-----------------------------------------------
N = 1, n = 100000000, r = 10, s = 10, L = 1200
-----------------------------------------------
Normal statistic : -0.12
p-value of test : 0.55
-----------------------------------------------
CPU time used : 00:04:34.86
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 10, n = 30000000, r = 0, s = 3, L = 30, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.24
p-value of test : 0.28
Kolmogorov-Smirnov- statistic = D- : 0.13
p-value of test : 0.65
Anderson-Darling statistic = A2 : 0.74
p-value of test : 0.53
Test on the sum of all N observations
Number of degrees of freedom : 4890
Chi-square statistic : 4850.28
p-value of test : 0.65
-----------------------------------------------
CPU time used : 00:01:53.80
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 10, n = 30000000, r = 27, s = 3, L = 30, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.25
p-value of test : 0.24
Kolmogorov-Smirnov- statistic = D- : 0.11
p-value of test : 0.74
Anderson-Darling statistic = A2 : 0.66
p-value of test : 0.59
Test on the sum of all N observations
Number of degrees of freedom : 4890
Chi-square statistic : 4816.01
p-value of test : 0.77
-----------------------------------------------
CPU time used : 00:01:59.57
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 1, n = 30000000, r = 0, s = 4, L = 300, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Number of degrees of freedom : 4117
Chi-square statistic : 4183.44
p-value of test : 0.23
-----------------------------------------------
CPU time used : 00:01:25.02
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 1, n = 30000000, r = 26, s = 4, L = 300, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Number of degrees of freedom : 4117
Chi-square statistic : 4147.28
p-value of test : 0.37
-----------------------------------------------
CPU time used : 00:01:29.27
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 1, n = 10000000, r = 0, s = 5, L = 1200, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Number of degrees of freedom : 11825
Chi-square statistic :11803.57
p-value of test : 0.55
-----------------------------------------------
CPU time used : 00:01:33.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 1, n = 10000000, r = 25, s = 5, L = 1200, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Number of degrees of freedom : 11825
Chi-square statistic :11791.39
p-value of test : 0.58
-----------------------------------------------
CPU time used : 00:01:38.25
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_Run test:
-----------------------------------------------
N = 1, n = 2000000000, r = 0, s = 3
-----------------------------------------------
Total number of 1 runs: 2000000000
Number of degrees of freedom : 54
Chi2 statistic for number of runs : 62.56
p-value of test : 0.20
-----------------------------------------------
Total number of bits: 7999957470
Normal statistic for number of bits : -0.34
p-value of test : 0.63
-----------------------------------------------
CPU time used : 00:01:16.00
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_Run test:
-----------------------------------------------
N = 1, n = 2000000000, r = 27, s = 3
-----------------------------------------------
Total number of 1 runs: 2000000000
Number of degrees of freedom : 54
Chi2 statistic for number of runs : 65.11
p-value of test : 0.14
-----------------------------------------------
Total number of bits: 7999956321
Normal statistic for number of bits : -0.35
p-value of test : 0.64
-----------------------------------------------
CPU time used : 00:01:18.57
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_AutoCor test:
-----------------------------------------------
N = 10, n = 1000000030, r = 0, s = 3, d = 1
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.28
p-value of test : 0.18
Kolmogorov-Smirnov- statistic = D- : 0.10
p-value of test : 0.76
Anderson-Darling statistic = A2 : 0.50
p-value of test : 0.74
Tests on the sum of all N observations
Standardized normal statistic : -0.51
p-value of test : 0.69
Sample variance : 0.71
p-value of test : 0.70
-----------------------------------------------
CPU time used : 00:02:49.27
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_AutoCor test:
-----------------------------------------------
N = 10, n = 1000000029, r = 0, s = 3, d = 3
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.13
p-value of test : 0.66
Kolmogorov-Smirnov- statistic = D- : 0.17
p-value of test : 0.51
Anderson-Darling statistic = A2 : 0.30
p-value of test : 0.94
Tests on the sum of all N observations
Standardized normal statistic : 0.069
p-value of test : 0.47
Sample variance : 0.68
p-value of test : 0.73
-----------------------------------------------
CPU time used : 00:02:30.81
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_AutoCor test:
-----------------------------------------------
N = 10, n = 1000000030, r = 27, s = 3, d = 1
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.095
p-value of test : 0.78
Kolmogorov-Smirnov- statistic = D- : 0.30
p-value of test : 0.14
Anderson-Darling statistic = A2 : 1.01
p-value of test : 0.35
Tests on the sum of all N observations
Standardized normal statistic : 0.45
p-value of test : 0.33
Sample variance : 1.52
p-value of test : 0.13
-----------------------------------------------
CPU time used : 00:02:51.88
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_AutoCor test:
-----------------------------------------------
N = 10, n = 1000000029, r = 27, s = 3, d = 3
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.079
p-value of test : 0.84
Kolmogorov-Smirnov- statistic = D- : 0.18
p-value of test : 0.48
Anderson-Darling statistic = A2 : 0.59
p-value of test : 0.65
Tests on the sum of all N observations
Standardized normal statistic : 0.78
p-value of test : 0.22
Sample variance : 1.85
p-value of test : 0.05
-----------------------------------------------
CPU time used : 00:02:32.94
Generator state:
========= Summary results of BigCrush =========
Version: TestU01 1.2.3
Generator: sitmo
Number of statistics: 160
Total CPU time: 03:44:06.82
All tests were passed
Try the sitmo package in your browser
Any scripts or data that you put into this service are public.
sitmo documentation built on Oct. 13, 2021, 9:07 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Introduction
TestU01 is a software library produced by Pierre L'Ecuyer and Richard Simard written in C that provides a collection of utilities for the empirical statistical testing of uniform random number generators (RNGs). The suite is able to provide information on the quality of the randomness a psuedo-random number generator can produce. It is able to do so under four different branches:
- Implementing (pre-programmed) RNGs;
- implementing specific statistical tests;
- implementing batteries of statistical tests; and
- Applying tests to entire families of RNGs.
TestU01 offers several batteries of tests including "Small Crush" (which consists of 10 tests), "Crush" (96 tests), and "Big Crush" (106 tests). With the later test being more extensive than the previous ones. For more information about the tests available, please consult the TestU01 userguide. The results of the "Big Crush" test are presented next.
Results of the Test
Running the Big Crush test from the TestU01 suite has yielded a complete pass rate (e.g "All tests were passed") with the specifics of each of the 103 tests being detailed below.
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
Starting BigCrush
Version: TestU01 1.2.3
xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
***********************************************************
Test smarsa_SerialOver calling smultin_MultinomialOver
***********************************************************
HOST = Sitmos-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 1, n = 1000000000, r = 0, d = 256, t = 3,
Sparse = FALSE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 16777216
Expected number per cell = 59.604645
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 0.0083558402, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 16711680
Value of the statistic : 1.67e+7
p-value of test : 0.59
-----------------------------------------------
CPU time used : 00:01:04.53
Generator state:
***********************************************************
Test smarsa_SerialOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 1, n = 1000000000, r = 22, d = 256, t = 3,
Sparse = FALSE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 16777216
Expected number per cell = 59.604645
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 0.0083558402, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 16711680
Value of the statistic : 1.67e+7
p-value of test : 0.42
-----------------------------------------------
CPU time used : 00:01:08.78
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 2097152, t = 2,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1445
p-value of test : 0.02
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334565
j = 1 : 599997110
j = 2 : 1445
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:03:49.93
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 9, d = 2097152, t = 2,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1294
p-value of test : 0.97
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334414
j = 1 : 599997412
j = 2 : 1294
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:03:44.17
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 16384, t = 3,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1341
p-value of test : 0.73
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334461
j = 1 : 599997318
j = 2 : 1341
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:43.85
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 16, d = 16384, t = 3,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1401
p-value of test : 0.16
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334521
j = 1 : 599997198
j = 2 : 1401
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:38.33
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 64, t = 7,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1363
p-value of test : 0.51
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334483
j = 1 : 599997274
j = 2 : 1363
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:45.35
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 24, d = 64, t = 7,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1312
p-value of test : 0.92
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334432
j = 1 : 599997376
j = 2 : 1312
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:41.50
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 8, t = 14,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1373
p-value of test : 0.41
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334493
j = 1 : 599997254
j = 2 : 1373
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:45.18
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 27, d = 8, t = 14,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1360
p-value of test : 0.54
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334480
j = 1 : 599997280
j = 2 : 1360
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:41.13
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 0, d = 4, t = 21,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1355
p-value of test : 0.59
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334475
j = 1 : 599997290
j = 2 : 1355
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:43.98
Generator state:
***********************************************************
Test smarsa_CollisionOver calling smultin_MultinomialOver
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_MultinomialOver test:
-----------------------------------------------
N = 30, n = 20000000, r = 28, d = 4, t = 21,
Sparse = TRUE
GenerCell = smultin_GenerCellSerial
Number of cells = d^t = 4398046511104
Expected number per cell = 1 / 219902.33
EColl = n^2 / (2k) = 45.47473509
Hashing = TRUE
Collision test
CollisionOver: density = n / k = 1 / 219902.33
Expected number of collisions = Mu = 45.47
-----------------------------------------------
Results of CollisionOver test:
POISSON approximation :
Expected number of collisions = N*Mu : 1364.24
Observed number of collisions : 1387
p-value of test : 0.27
-----------------------------
Total number of cells containing j balls
j = 0 : 131940795334507
j = 1 : 599997226
j = 2 : 1387
j = 3 : 0
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:39.21
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 100, n = 10000000, r = 0, d = 2147483648, t = 2, p = 1
Number of cells = d^t = 4611686018427387904
Lambda = Poisson mean = 54.2101
----------------------------------------------------
Total expected number = N*Lambda : 5421.01
Total observed number : 5379
p-value of test : 0.71
-----------------------------------------------
CPU time used : 00:03:58.55
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 20000000, r = 0, d = 2097152, t = 3, p = 1
Number of cells = d^t = 9223372036854775808
Lambda = Poisson mean = 216.8404
----------------------------------------------------
Total expected number = N*Lambda : 4336.81
Total observed number : 4347
p-value of test : 0.44
-----------------------------------------------
CPU time used : 00:01:44.53
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 14, d = 65536, t = 4, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7383
p-value of test : 0.23
-----------------------------------------------
CPU time used : 00:02:48.51
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 20000000, r = 0, d = 512, t = 7, p = 1
Number of cells = d^t = 9223372036854775808
Lambda = Poisson mean = 216.8404
----------------------------------------------------
Total expected number = N*Lambda : 4336.81
Total observed number : 4299
p-value of test : 0.71
-----------------------------------------------
CPU time used : 00:01:59.94
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 20000000, r = 7, d = 512, t = 7, p = 1
Number of cells = d^t = 9223372036854775808
Lambda = Poisson mean = 216.8404
----------------------------------------------------
Total expected number = N*Lambda : 4336.81
Total observed number : 4377
p-value of test : 0.27
-----------------------------------------------
CPU time used : 00:02:05.76
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 14, d = 256, t = 8, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7325
p-value of test : 0.47
-----------------------------------------------
CPU time used : 00:03:19.07
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 22, d = 256, t = 8, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7294
p-value of test : 0.61
-----------------------------------------------
CPU time used : 00:03:19.19
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 0, d = 16, t = 16, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7366
p-value of test : 0.29
-----------------------------------------------
CPU time used : 00:04:00.28
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_BirthdaySpacings test:
-----------------------------------------------
N = 20, n = 30000000, r = 26, d = 16, t = 16, p = 1
Number of cells = d^t = 18446744073709551616
Lambda = Poisson mean = 365.9182
----------------------------------------------------
Total expected number = N*Lambda : 7318.36
Total observed number : 7357
p-value of test : 0.33
-----------------------------------------------
CPU time used : 00:04:19.81
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
snpair_ClosePairs test:
-----------------------------------------------
N = 30, n = 6000000, r = 0, t = 3, p = 0, m = 30, Torus = TRUE
---------------------------------------
Test based on the 2 nearest points (NP):
Stat. AD on the N values (NP) : 0.30
p-value of test : 0.93
A2 test based on the spacings between the
successive jump times of process Y_n(t):
A2 test on the values of A2 (m-NP) : 0.55
p-value of test : 0.69
Test on the Nm values of W_{n,i}(mNP1): 1.63
p-value of test : 0.15
Test on the jump times of Y
(superposition of Yn):
Expected number of jumps of Y = mN : 900
Number of jumps of Y : 970
p-value of test : 0.01
Stat. AD (mNP2) : 1.27
p-value of test : 0.24
Stat. AD after spacings (mNP2-S) : 1.48
p-value of test : 0.18
-----------------------------------------------
CPU time used : 00:02:35.76
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
snpair_ClosePairs test:
-----------------------------------------------
N = 20, n = 4000000, r = 0, t = 5, p = 0, m = 30, Torus = TRUE
---------------------------------------
Test based on the 2 nearest points (NP):
Stat. AD on the N values (NP) : 1.33
p-value of test : 0.22
A2 test based on the spacings between the
successive jump times of process Y_n(t):
A2 test on the values of A2 (m-NP) : 0.58
p-value of test : 0.67
Test on the Nm values of W_{n,i}(mNP1): 0.76
p-value of test : 0.51
Test on the jump times of Y
(superposition of Yn):
Expected number of jumps of Y = mN : 600
Number of jumps of Y : 577
p-value of test : 0.82
Stat. AD (mNP2) : 1.31
p-value of test : 0.23
Stat. AD after spacings (mNP2-S) : 0.81
p-value of test : 0.48
-----------------------------------------------
CPU time used : 00:01:45.47
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
snpair_ClosePairs test:
-----------------------------------------------
N = 10, n = 3000000, r = 0, t = 9, p = 0, m = 30, Torus = TRUE
---------------------------------------
Test based on the 2 nearest points (NP):
Stat. AD on the N values (NP) : 0.52
p-value of test : 0.73
A2 test based on the spacings between the
successive jump times of process Y_n(t):
A2 test on the values of A2 (m-NP) : 0.29
p-value of test : 0.94
Test on the Nm values of W_{n,i}(mNP1): 1.48
p-value of test : 0.18
Test on the jump times of Y
(superposition of Yn):
Expected number of jumps of Y = mN : 300
Number of jumps of Y : 260
p-value of test : 0.99
Stat. AD (mNP2) : 0.71
p-value of test : 0.55
Stat. AD after spacings (mNP2-S) : 0.62
p-value of test : 0.63
-----------------------------------------------
CPU time used : 00:02:55.40
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
snpair_ClosePairs test:
-----------------------------------------------
N = 5, n = 2000000, r = 0, t = 16, p = 0, m = 30, Torus = TRUE
---------------------------------------
Test based on the 2 nearest points (NP):
Stat. AD on the N values (NP) : 1.24
p-value of test : 0.25
A2 test based on the spacings between the
successive jump times of process Y_n(t):
A2 test on the values of A2 (m-NP) : 0.54
p-value of test : 0.70
Test on the Nm values of W_{n,i}(mNP1): 1.31
p-value of test : 0.23
Test on the jump times of Y
(superposition of Yn):
Expected number of jumps of Y = mN : 150
Number of jumps of Y : 150
p-value of test : 0.51
Stat. AD (mNP2) : 3.70
p-value of test : 0.01
Stat. AD after spacings (mNP2-S) : 0.89
p-value of test : 0.42
-----------------------------------------------
CPU time used : 00:03:22.78
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_SimpPoker test:
-----------------------------------------------
N = 1, n = 400000000, r = 0, d = 8, k = 8
-----------------------------------------------
Number of degrees of freedom : 7
Chi-square statistic : 5.92
p-value of test : 0.55
-----------------------------------------------
CPU time used : 00:00:59.10
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_SimpPoker test:
-----------------------------------------------
N = 1, n = 400000000, r = 27, d = 8, k = 8
-----------------------------------------------
Number of degrees of freedom : 7
Chi-square statistic : 3.46
p-value of test : 0.84
-----------------------------------------------
CPU time used : 00:01:09.35
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_SimpPoker test:
-----------------------------------------------
N = 1, n = 100000000, r = 0, d = 32, k = 32
-----------------------------------------------
Number of degrees of freedom : 18
Chi-square statistic : 9.52
p-value of test : 0.95
-----------------------------------------------
CPU time used : 00:01:02.60
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_SimpPoker test:
-----------------------------------------------
N = 1, n = 100000000, r = 25, d = 32, k = 32
-----------------------------------------------
Number of degrees of freedom : 18
Chi-square statistic : 14.29
p-value of test : 0.71
-----------------------------------------------
CPU time used : 00:01:13.81
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_CouponCollector test:
-----------------------------------------------
N = 1, n = 200000000, r = 0, d = 8
-----------------------------------------------
Number of degrees of freedom : 54
Chi-square statistic : 44.18
p-value of test : 0.83
-----------------------------------------------
CPU time used : 00:01:16.02
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_CouponCollector test:
-----------------------------------------------
N = 1, n = 200000000, r = 10, d = 8
-----------------------------------------------
Number of degrees of freedom : 54
Chi-square statistic : 47.86
p-value of test : 0.71
-----------------------------------------------
CPU time used : 00:01:28.55
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_CouponCollector test:
-----------------------------------------------
N = 1, n = 200000000, r = 20, d = 8
-----------------------------------------------
Number of degrees of freedom : 54
Chi-square statistic : 50.86
p-value of test : 0.60
-----------------------------------------------
CPU time used : 00:01:28.60
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_CouponCollector test:
-----------------------------------------------
N = 1, n = 200000000, r = 27, d = 8
-----------------------------------------------
Number of degrees of freedom : 54
Chi-square statistic : 58.93
p-value of test : 0.30
-----------------------------------------------
CPU time used : 00:01:28.68
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Gap test:
-----------------------------------------------
N = 1, n = 500000000, r = 0, Alpha = 0, Beta = 0.0625
-----------------------------------------------
Number of degrees of freedom : 232
Chi-square statistic : 214.26
p-value of test : 0.79
-----------------------------------------------
CPU time used : 00:01:32.96
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Gap test:
-----------------------------------------------
N = 1, n = 300000000, r = 25, Alpha = 0, Beta = 0.03125
-----------------------------------------------
Number of degrees of freedom : 434
Chi-square statistic : 397.76
p-value of test : 0.89
-----------------------------------------------
CPU time used : 00:02:06.14
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Gap test:
-----------------------------------------------
N = 1, n = 100000000, r = 0, Alpha = 0, Beta = 0.0078125
-----------------------------------------------
Number of degrees of freedom : 1437
Chi-square statistic : 1481.41
p-value of test : 0.20
-----------------------------------------------
CPU time used : 00:02:13.51
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Gap test:
-----------------------------------------------
N = 1, n = 10000000, r = 20, Alpha = 0, Beta = 0.000976562
-----------------------------------------------
Number of degrees of freedom : 7046
Chi-square statistic : 7166.64
p-value of test : 0.15
-----------------------------------------------
CPU time used : 00:02:08.09
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Run test:
-----------------------------------------------
N = 5, n = 1000000000, r = 0, Up = FALSE
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.50
p-value of test : 0.05
Kolmogorov-Smirnov- statistic = D- : 0.14
p-value of test : 0.77
Anderson-Darling statistic = A2 : 2.25
p-value of test : 0.07
Test on the sum of all N observations
Number of degrees of freedom : 30
Chi-square statistic : 22.54
p-value of test : 0.83
-----------------------------------------------
CPU time used : 00:01:23.93
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_Run test:
-----------------------------------------------
N = 10, n = 1000000000, r = 15, Up = TRUE
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.21
p-value of test : 0.35
Kolmogorov-Smirnov- statistic = D- : 0.15
p-value of test : 0.59
Anderson-Darling statistic = A2 : 0.50
p-value of test : 0.75
Test on the sum of all N observations
Number of degrees of freedom : 60
Chi-square statistic : 58.53
p-value of test : 0.53
-----------------------------------------------
CPU time used : 00:03:11.42
Generator state:
***********************************************************
Test sknuth_Permutation calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 1, n = 1000000000, r = 5, t = 3,
Sparse = FALSE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 6
Expected number per cell = 1.6666667e+08
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 2.5000002e-09, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 5
Value of the statistic : 8.17
p-value of test : 0.15
-----------------------------------------------
CPU time used : 00:00:46.93
Generator state:
***********************************************************
Test sknuth_Permutation calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 1, n = 1000000000, r = 5, t = 5,
Sparse = FALSE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 120
Expected number per cell = 8333333.3
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 5.9500005e-08, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 119
Value of the statistic : 108.58
p-value of test : 0.74
-----------------------------------------------
CPU time used : 00:01:35.02
Generator state:
***********************************************************
Test sknuth_Permutation calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 1, n = 500000000, r = 5, t = 7,
Sparse = FALSE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 5040
Expected number per cell = 99206.349
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 5.0390004e-06, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 5039
Value of the statistic : 4810.30
p-value of test : 0.99
-----------------------------------------------
CPU time used : 00:01:24.63
Generator state:
***********************************************************
Test sknuth_Permutation calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 1, n = 500000000, r = 10, t = 10,
Sparse = FALSE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 3628800
Expected number per cell = 137.7866
Hashing = FALSE
For Delta > -1, we use the ChiSquare approximation
Correction factor of the ChiSquare:
Delta = 1, Mu = 0.0036287993, Sigma = 1
-----------------------------------------------
Test Results for Delta = 1.0000
Number of degrees of freedom : 3628799
Value of the statistic : 3.63e+6
p-value of test : 0.80
-----------------------------------------------
CPU time used : 00:03:06.50
Generator state:
***********************************************************
Test sknuth_CollisionPermut calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 20, n = 20000000, r = 0, t = 14,
Sparse = TRUE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 87178291200
Expected number per cell = 1 / 4358.9146
EColl = n^2 / (2k) = 2294.14912
Hashing = TRUE
Collision test, Mu = 2293.9736, Sigma = 47.8841
-----------------------------------------------
Test Results for Collisions
For the total number of collisions, we use
the Poisson approximation:
Expected number of collisions = N*Mu : 45879.47
Observed number of collisions : 45892
p-value of test : 0.48
-----------------------------
Total number of cells containing j balls
j = 0 : 1743165869892
j = 1 : 399908218
j = 2 : 45888
j = 3 : 2
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:04:54.47
Generator state:
***********************************************************
Test sknuth_CollisionPermut calling smultin_Multinomial
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smultin_Multinomial test:
-----------------------------------------------
N = 20, n = 20000000, r = 10, t = 14,
Sparse = TRUE
GenerCell = smultin_GenerCellPermut
Number of cells = t! = 87178291200
Expected number per cell = 1 / 4358.9146
EColl = n^2 / (2k) = 2294.14912
Hashing = TRUE
Collision test, Mu = 2293.9736, Sigma = 47.8841
-----------------------------------------------
Test Results for Collisions
For the total number of collisions, we use
the Poisson approximation:
Expected number of collisions = N*Mu : 45879.47
Observed number of collisions : 45960
p-value of test : 0.35
-----------------------------
Total number of cells containing j balls
j = 0 : 1743165869960
j = 1 : 399908084
j = 2 : 45952
j = 3 : 4
j = 4 : 0
j = 5 : 0
-----------------------------------------------
CPU time used : 00:05:01.14
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_MaxOft test:
-----------------------------------------------
N = 40, n = 10000000, r = 0, d = 100000, t = 8
Number of categories = 100000
Expected number per category = 100.00
-----------------------------------------------
Test results for chi2 with 99999 degrees of freedom:
Kolmogorov-Smirnov+ statistic = D+ : 0.11
p-value of test : 0.35
Kolmogorov-Smirnov- statistic = D- : 0.036
p-value of test : 0.88
Anderson-Darling statistic = A2 : 0.61
p-value of test : 0.64
Test on the sum of all N observations
Number of degrees of freedom : 3999960
Chi-square statistic : 4.00e+6
p-value of test : 0.77
-----------------------------------------------
Test results for Anderson-Darling:
Kolmogorov-Smirnov+ statistic = D+ : 0.091
p-value of test : 0.49
Kolmogorov-Smirnov- statistic = D- : 0.054
p-value of test : 0.77
Anderson-Darling statistic = A2 : 0.41
p-value of test : 0.84
-----------------------------------------------
CPU time used : 00:01:45.23
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_MaxOft test:
-----------------------------------------------
N = 30, n = 10000000, r = 0, d = 100000, t = 16
Number of categories = 100000
Expected number per category = 100.00
-----------------------------------------------
Test results for chi2 with 99999 degrees of freedom:
Kolmogorov-Smirnov+ statistic = D+ : 0.13
p-value of test : 0.32
Kolmogorov-Smirnov- statistic = D- : 0.17
p-value of test : 0.17
Anderson-Darling statistic = A2 : 1.26
p-value of test : 0.25
Test on the sum of all N observations
Number of degrees of freedom : 2999970
Chi-square statistic : 3.00e+6
p-value of test : 0.40
-----------------------------------------------
Test results for Anderson-Darling:
Kolmogorov-Smirnov+ statistic = D+ : 0.19
p-value of test : 0.11
Kolmogorov-Smirnov- statistic = D- : 0.014
p-value of test : 0.98
Anderson-Darling statistic = A2 : 1.61
p-value of test : 0.15
-----------------------------------------------
CPU time used : 00:01:43.48
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_MaxOft test:
-----------------------------------------------
N = 20, n = 10000000, r = 0, d = 100000, t = 24
Number of categories = 100000
Expected number per category = 100.00
-----------------------------------------------
Test results for chi2 with 99999 degrees of freedom:
Kolmogorov-Smirnov+ statistic = D+ : 0.15
p-value of test : 0.38
Kolmogorov-Smirnov- statistic = D- : 0.12
p-value of test : 0.54
Anderson-Darling statistic = A2 : 0.55
p-value of test : 0.69
Test on the sum of all N observations
Number of degrees of freedom : 1999980
Chi-square statistic : 2.00e+6
p-value of test : 0.64
-----------------------------------------------
Test results for Anderson-Darling:
Kolmogorov-Smirnov+ statistic = D+ : 0.040
p-value of test : 0.91
Kolmogorov-Smirnov- statistic = D- : 0.19
p-value of test : 0.23
Anderson-Darling statistic = A2 : 0.94
p-value of test : 0.39
-----------------------------------------------
CPU time used : 00:01:27.73
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sknuth_MaxOft test:
-----------------------------------------------
N = 20, n = 10000000, r = 0, d = 100000, t = 32
Number of categories = 100000
Expected number per category = 100.00
-----------------------------------------------
Test results for chi2 with 99999 degrees of freedom:
Kolmogorov-Smirnov+ statistic = D+ : 0.12
p-value of test : 0.51
Kolmogorov-Smirnov- statistic = D- : 0.100
p-value of test : 0.63
Anderson-Darling statistic = A2 : 0.49
p-value of test : 0.75
Test on the sum of all N observations
Number of degrees of freedom : 1999980
Chi-square statistic : 2.00e+6
p-value of test : 0.64
-----------------------------------------------
Test results for Anderson-Darling:
Kolmogorov-Smirnov+ statistic = D+ : 0.10
p-value of test : 0.61
Kolmogorov-Smirnov- statistic = D- : 0.16
p-value of test : 0.33
Anderson-Darling statistic = A2 : 0.79
p-value of test : 0.48
-----------------------------------------------
CPU time used : 00:01:43.31
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleProd test:
-----------------------------------------------
N = 40, n = 10000000, r = 0, t = 8
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.18
p-value of test : 0.06
Kolmogorov-Smirnov- statistic = D- : 0.049
p-value of test : 0.80
Anderson-Darling statistic = A2 : 1.90
p-value of test : 0.10
-----------------------------------------------
CPU time used : 00:01:54.64
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleProd test:
-----------------------------------------------
N = 20, n = 10000000, r = 0, t = 16
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.24
p-value of test : 0.08
Kolmogorov-Smirnov- statistic = D- : 0.043
p-value of test : 0.90
Anderson-Darling statistic = A2 : 2.22
p-value of test : 0.07
-----------------------------------------------
CPU time used : 00:01:29.65
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleProd test:
-----------------------------------------------
N = 20, n = 10000000, r = 0, t = 24
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.23
p-value of test : 0.10
Kolmogorov-Smirnov- statistic = D- : 0.012
p-value of test : 0.98
Anderson-Darling statistic = A2 : 1.69
p-value of test : 0.14
-----------------------------------------------
CPU time used : 00:02:04.43
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleMean test:
-----------------------------------------------
N = 20000000, n = 30, r = 0
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 1.93e-4
p-value of test : 0.22
Kolmogorov-Smirnov- statistic = D- : 7.01e-5
p-value of test : 0.82
Anderson-Darling statistic = A2 : 0.50
p-value of test : 0.74
-----------------------------------------------
CPU time used : 00:00:15.09
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleMean test:
-----------------------------------------------
N = 20000000, n = 30, r = 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 1.37e-4
p-value of test : 0.47
Kolmogorov-Smirnov- statistic = D- : 1.31e-4
p-value of test : 0.50
Anderson-Darling statistic = A2 : 0.49
p-value of test : 0.76
-----------------------------------------------
CPU time used : 00:00:15.52
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleCorr test:
-----------------------------------------------
N = 1, n = 2000000000, r = 0, k = 1
-----------------------------------------------
Normal statistic : -1.75
p-value of test : 0.96
-----------------------------------------------
CPU time used : 00:00:23.87
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SampleCorr test:
-----------------------------------------------
N = 1, n = 2000000000, r = 0, k = 2
-----------------------------------------------
Normal statistic : 1.09
p-value of test : 0.14
-----------------------------------------------
CPU time used : 00:00:23.96
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_AppearanceSpacings test:
-----------------------------------------------
N = 1, Q = 10000000, K = 1000000000, r = 0, s = 3, L = 15
Sequences of n = (K + Q)L = 15150000000 bits
Q = 10000000 initialization blocks
K = 1000000000 blocks for the test
the blocks have L = 15 bits
-----------------------------------------------
Normal statistic : -0.31
p-value of test : 0.62
-----------------------------------------------
CPU time used : 00:01:09.11
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_AppearanceSpacings test:
-----------------------------------------------
N = 1, Q = 10000000, K = 1000000000, r = 27, s = 3, L = 15
Sequences of n = (K + Q)L = 15150000000 bits
Q = 10000000 initialization blocks
K = 1000000000 blocks for the test
the blocks have L = 15 bits
-----------------------------------------------
Normal statistic : -0.77
p-value of test : 0.78
-----------------------------------------------
CPU time used : 00:01:12.02
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 0, k = 256, Alpha = 0, Beta = 0.25
-----------------------------------------------
Number of degrees of freedom : 67
Chi-square statistic : 53.51
p-value of test : 0.88
-----------------------------------------------
CPU time used : 00:00:53.06
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 20, k = 256, Alpha = 0, Beta = 0.25
-----------------------------------------------
Number of degrees of freedom : 67
Chi-square statistic : 76.46
p-value of test : 0.20
-----------------------------------------------
CPU time used : 00:01:05.73
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 28, k = 256, Alpha = 0, Beta = 0.25
-----------------------------------------------
Number of degrees of freedom : 67
Chi-square statistic : 66.46
p-value of test : 0.50
-----------------------------------------------
CPU time used : 00:01:05.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 0, k = 256, Alpha = 0, Beta = 0.0625
-----------------------------------------------
Number of degrees of freedom : 37
Chi-square statistic : 32.57
p-value of test : 0.68
-----------------------------------------------
CPU time used : 00:00:53.05
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 10, k = 256, Alpha = 0, Beta = 0.0625
-----------------------------------------------
Number of degrees of freedom : 37
Chi-square statistic : 53.95
p-value of test : 0.04
-----------------------------------------------
CPU time used : 00:01:05.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_WeightDistrib test:
-----------------------------------------------
N = 1, n = 20000000, r = 26, k = 256, Alpha = 0, Beta = 0.0625
-----------------------------------------------
Number of degrees of freedom : 37
Chi-square statistic : 18.95
p-value of test : 0.9939
-----------------------------------------------
CPU time used : 00:01:05.73
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
svaria_SumCollector test:
-----------------------------------------------
N = 1, n = 500000000, r = 0, g = 10
-----------------------------------------------
Number of degrees of freedom : 29
Chi-square statistic : 22.00
p-value of test : 0.82
-----------------------------------------------
CPU time used : 00:01:58.36
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 10, n = 1000000, r = 0, s = 5, L = 30, k = 30
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.27
p-value of test : 0.19
Kolmogorov-Smirnov- statistic = D- : 0.16
p-value of test : 0.56
Anderson-Darling statistic = A2 : 0.78
p-value of test : 0.50
Test on the sum of all N observations
Number of degrees of freedom : 40
Chi-square statistic : 32.66
p-value of test : 0.79
-----------------------------------------------
CPU time used : 00:01:16.26
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 10, n = 1000000, r = 25, s = 5, L = 30, k = 30
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.19
p-value of test : 0.42
Kolmogorov-Smirnov- statistic = D- : 0.14
p-value of test : 0.62
Anderson-Darling statistic = A2 : 0.49
p-value of test : 0.75
Test on the sum of all N observations
Number of degrees of freedom : 40
Chi-square statistic : 34.46
p-value of test : 0.72
-----------------------------------------------
CPU time used : 00:01:16.23
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 1, n = 5000, r = 0, s = 4, L = 1000, k = 1000
-----------------------------------------------
Number of degrees of freedom : 3
Chi-square statistic : 0.73
p-value of test : 0.87
-----------------------------------------------
CPU time used : 00:03:44.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 1, n = 5000, r = 26, s = 4, L = 1000, k = 1000
-----------------------------------------------
Number of degrees of freedom : 3
Chi-square statistic : 1.12
p-value of test : 0.77
-----------------------------------------------
CPU time used : 00:03:44.77
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 1, n = 80, r = 15, s = 15, L = 5000, k = 5000
-----------------------------------------------
Number of degrees of freedom : 2
Chi-square statistic : 6.04
p-value of test : 0.05
-----------------------------------------------
CPU time used : 00:03:28.23
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_MatrixRank test:
-----------------------------------------------
N = 1, n = 80, r = 0, s = 30, L = 5000, k = 5000
-----------------------------------------------
Number of degrees of freedom : 2
Chi-square statistic : 0.075
p-value of test : 0.96
-----------------------------------------------
CPU time used : 00:02:51.20
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_Savir2 test:
-----------------------------------------------
N = 10, n = 10000000, r = 10, m = 1048576, t = 30
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.027
p-value of test : 0.97
Kolmogorov-Smirnov- statistic = D- : 0.41
p-value of test : 0.02
Anderson-Darling statistic = A2 : 2.58
p-value of test : 0.05
Test on the sum of all N observations
Number of degrees of freedom : 130
Chi-square statistic : 164.06
p-value of test : 0.02
-----------------------------------------------
CPU time used : 00:00:37.67
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
smarsa_GCD test:
-----------------------------------------------
N = 10, n = 50000000, r = 0, s = 30
-----------------------------------------------
Test results for GCD values:
Kolmogorov-Smirnov+ statistic = D+ : 0.34
p-value of test : 0.08
Kolmogorov-Smirnov- statistic = D- : 0.026
p-value of test : 0.97
Anderson-Darling statistic = A2 : 1.62
p-value of test : 0.15
Test on the sum of all N observations
Number of degrees of freedom : 17430
Chi-square statistic :17122.72
p-value of test : 0.95
-----------------------------------------------
CPU time used : 00:01:54.05
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 100000000, r = 0, s = 5, L0 = 50, L1 = 50
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 36
ChiSquare statistic : 30.27
p-value of test : 0.74
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 35
ChiSquare statistic : 34.79
p-value of test : 0.48
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 25
ChiSquare statistic : 34.88
p-value of test : 0.09
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 24
ChiSquare statistic : 25.02
p-value of test : 0.40
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 17
ChiSquare statistic : 24.18
p-value of test : 0.11
-----------------------------------------------
CPU time used : 00:00:47.70
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 100000000, r = 25, s = 5, L0 = 50, L1 = 50
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 36
ChiSquare statistic : 26.87
p-value of test : 0.86
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 35
ChiSquare statistic : 25.33
p-value of test : 0.89
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 25
ChiSquare statistic : 40.08
p-value of test : 0.03
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 24
ChiSquare statistic : 19.29
p-value of test : 0.74
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 17
ChiSquare statistic : 11.45
p-value of test : 0.83
-----------------------------------------------
CPU time used : 00:00:48.73
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 10000000, r = 0, s = 10, L0 = 1000, L1 = 1000
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 146
ChiSquare statistic : 177.55
p-value of test : 0.04
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 146
ChiSquare statistic : 117.36
p-value of test : 0.96
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 500
ChiSquare statistic : 438.13
p-value of test : 0.98
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 136
ChiSquare statistic : 119.76
p-value of test : 0.84
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 74
ChiSquare statistic : 86.45
p-value of test : 0.15
-----------------------------------------------
CPU time used : 00:01:06.36
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 10000000, r = 20, s = 10, L0 = 1000, L1 = 1000
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 146
ChiSquare statistic : 128.52
p-value of test : 0.85
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 146
ChiSquare statistic : 139.85
p-value of test : 0.63
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 500
ChiSquare statistic : 509.00
p-value of test : 0.38
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 136
ChiSquare statistic : 125.25
p-value of test : 0.74
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 74
ChiSquare statistic : 68.45
p-value of test : 0.66
-----------------------------------------------
CPU time used : 00:01:08.10
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 1000000, r = 0, s = 15, L0 = 10000, L1 = 10000
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 384
ChiSquare statistic : 396.65
p-value of test : 0.32
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 384
ChiSquare statistic : 387.98
p-value of test : 0.43
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 5000
ChiSquare statistic : 4987.07
p-value of test : 0.55
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 378
ChiSquare statistic : 370.70
p-value of test : 0.60
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 200
ChiSquare statistic : 202.48
p-value of test : 0.44
-----------------------------------------------
CPU time used : 00:00:57.94
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
swalk_RandomWalk1 test:
-----------------------------------------------
N = 1, n = 1000000, r = 15, s = 15, L0 = 10000, L1 = 10000
-----------------------------------------------
Test on the values of the Statistic H
Number of degrees of freedom : 384
ChiSquare statistic : 370.10
p-value of test : 0.69
-----------------------------------------------
Test on the values of the Statistic M
Number of degrees of freedom : 384
ChiSquare statistic : 369.10
p-value of test : 0.70
-----------------------------------------------
Test on the values of the Statistic J
Number of degrees of freedom : 5000
ChiSquare statistic : 4890.41
p-value of test : 0.86
-----------------------------------------------
Test on the values of the Statistic R
Number of degrees of freedom : 378
ChiSquare statistic : 357.68
p-value of test : 0.77
-----------------------------------------------
Test on the values of the Statistic C
Number of degrees of freedom : 200
ChiSquare statistic : 180.54
p-value of test : 0.83
-----------------------------------------------
CPU time used : 00:00:58.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
scomp_LinearComp test:
-----------------------------------------------
N = 1, n = 400020, r = 0, s = 1
-----------------------------------------------
Number of degrees of freedom : 12
Chi2 statistic for size of jumps : 12.60
p-value of test : 0.40
-----------------------------------------------
Normal statistic for number of jumps : 2.51
p-value of test : 6.1e-3
-----------------------------------------------
CPU time used : 00:02:43.68
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
scomp_LinearComp test:
-----------------------------------------------
N = 1, n = 400020, r = 29, s = 1
-----------------------------------------------
Number of degrees of freedom : 12
Chi2 statistic for size of jumps : 8.18
p-value of test : 0.77
-----------------------------------------------
Normal statistic for number of jumps : -1.55
p-value of test : 0.94
-----------------------------------------------
CPU time used : 00:02:43.05
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
scomp_LempelZiv test:
-----------------------------------------------
N = 10, n = 134217728, r = 0, s = 30, k = 27
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.23
p-value of test : 0.31
Kolmogorov-Smirnov- statistic = D- : 0.13
p-value of test : 0.65
Anderson-Darling statistic = A2 : 0.54
p-value of test : 0.70
Tests on the sum of all N observations
Standardized normal statistic : -0.32
p-value of test : 0.63
Sample variance : 1.17
p-value of test : 0.31
-----------------------------------------------
CPU time used : 00:00:54.70
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
scomp_LempelZiv test:
-----------------------------------------------
N = 10, n = 134217728, r = 15, s = 15, k = 27
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.20
p-value of test : 0.40
Kolmogorov-Smirnov- statistic = D- : 0.015
p-value of test : 0.98
Anderson-Darling statistic = A2 : 0.73
p-value of test : 0.53
Tests on the sum of all N observations
Standardized normal statistic : -1.20
p-value of test : 0.88
Sample variance : 0.89
p-value of test : 0.53
-----------------------------------------------
CPU time used : 00:00:55.27
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sspectral_Fourier3 test:
-----------------------------------------------
N = 100000, n = 16384, r = 0, s = 3, k = 14
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.021
p-value of test : 0.02
Kolmogorov-Smirnov- statistic = D- : 9.76e-3
p-value of test : 0.46
Anderson-Darling statistic = A2 : 2.29
p-value of test : 0.06
-----------------------------------------------
CPU time used : 00:00:39.04
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sspectral_Fourier3 test:
-----------------------------------------------
N = 100000, n = 16384, r = 27, s = 3, k = 14
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.016
p-value of test : 0.11
Kolmogorov-Smirnov- statistic = D- : 4.76e-3
p-value of test : 0.83
Anderson-Darling statistic = A2 : 1.57
p-value of test : 0.16
-----------------------------------------------
CPU time used : 00:00:39.54
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_LongestHeadRun test:
-----------------------------------------------
N = 1, n = 1000, r = 0, s = 3, L = 10000020
-----------------------------------------------
Number of degrees of freedom : 8
Chi-square statistic : 9.12
p-value of test : 0.33
-----------------------------------------------
Global longest run of 1 : 35.00
p-value of test : 0.14
-----------------------------------------------
CPU time used : 00:01:47.05
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_LongestHeadRun test:
-----------------------------------------------
N = 1, n = 1000, r = 27, s = 3, L = 10000020
-----------------------------------------------
Number of degrees of freedom : 8
Chi-square statistic : 4.78
p-value of test : 0.78
-----------------------------------------------
Global longest run of 1 : 35.00
p-value of test : 0.14
-----------------------------------------------
CPU time used : 00:01:50.10
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_PeriodsInStrings test:
-----------------------------------------------
N = 10, n = 500000000, r = 0, s = 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.30
p-value of test : 0.13
Kolmogorov-Smirnov- statistic = D- : 0.13
p-value of test : 0.68
Anderson-Darling statistic = A2 : 0.84
p-value of test : 0.45
Test on the sum of all N observations
Number of degrees of freedom : 200
Chi-square statistic : 183.59
p-value of test : 0.79
-----------------------------------------------
CPU time used : 00:02:51.45
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_PeriodsInStrings test:
-----------------------------------------------
N = 10, n = 500000000, r = 20, s = 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.25
p-value of test : 0.25
Kolmogorov-Smirnov- statistic = D- : 0.17
p-value of test : 0.51
Anderson-Darling statistic = A2 : 0.50
p-value of test : 0.74
Test on the sum of all N observations
Number of degrees of freedom : 200
Chi-square statistic : 195.89
p-value of test : 0.57
-----------------------------------------------
CPU time used : 00:02:56.45
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingWeight2 test:
-----------------------------------------------
N = 10, n = 1000000000, r = 0, s = 3, L = 1000000
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.15
p-value of test : 0.57
Kolmogorov-Smirnov- statistic = D- : 0.19
p-value of test : 0.43
Anderson-Darling statistic = A2 : 1.02
p-value of test : 0.34
Test on the sum of all N observations
Number of degrees of freedom : 10000
Chi-square statistic :10157.86
p-value of test : 0.13
-----------------------------------------------
CPU time used : 00:00:57.75
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingWeight2 test:
-----------------------------------------------
N = 10, n = 1000000000, r = 27, s = 3, L = 1000000
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.18
p-value of test : 0.48
Kolmogorov-Smirnov- statistic = D- : 0.38
p-value of test : 0.04
Anderson-Darling statistic = A2 : 1.47
p-value of test : 0.18
Test on the sum of all N observations
Number of degrees of freedom : 10000
Chi-square statistic :10121.19
p-value of test : 0.20
-----------------------------------------------
CPU time used : 00:01:01.20
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingCorr test:
-----------------------------------------------
N = 1, n = 1000000000, r = 10, s = 10, L = 30
-----------------------------------------------
Normal statistic : 1.36
p-value of test : 0.09
-----------------------------------------------
CPU time used : 00:01:13.01
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingCorr test:
-----------------------------------------------
N = 1, n = 100000000, r = 10, s = 10, L = 300
-----------------------------------------------
Normal statistic : 0.36
p-value of test : 0.36
-----------------------------------------------
CPU time used : 00:01:09.29
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingCorr test:
-----------------------------------------------
N = 1, n = 100000000, r = 10, s = 10, L = 1200
-----------------------------------------------
Normal statistic : -0.12
p-value of test : 0.55
-----------------------------------------------
CPU time used : 00:04:34.86
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 10, n = 30000000, r = 0, s = 3, L = 30, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.24
p-value of test : 0.28
Kolmogorov-Smirnov- statistic = D- : 0.13
p-value of test : 0.65
Anderson-Darling statistic = A2 : 0.74
p-value of test : 0.53
Test on the sum of all N observations
Number of degrees of freedom : 4890
Chi-square statistic : 4850.28
p-value of test : 0.65
-----------------------------------------------
CPU time used : 00:01:53.80
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 10, n = 30000000, r = 27, s = 3, L = 30, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.25
p-value of test : 0.24
Kolmogorov-Smirnov- statistic = D- : 0.11
p-value of test : 0.74
Anderson-Darling statistic = A2 : 0.66
p-value of test : 0.59
Test on the sum of all N observations
Number of degrees of freedom : 4890
Chi-square statistic : 4816.01
p-value of test : 0.77
-----------------------------------------------
CPU time used : 00:01:59.57
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 1, n = 30000000, r = 0, s = 4, L = 300, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Number of degrees of freedom : 4117
Chi-square statistic : 4183.44
p-value of test : 0.23
-----------------------------------------------
CPU time used : 00:01:25.02
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 1, n = 30000000, r = 26, s = 4, L = 300, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Number of degrees of freedom : 4117
Chi-square statistic : 4147.28
p-value of test : 0.37
-----------------------------------------------
CPU time used : 00:01:29.27
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 1, n = 10000000, r = 0, s = 5, L = 1200, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Number of degrees of freedom : 11825
Chi-square statistic :11803.57
p-value of test : 0.55
-----------------------------------------------
CPU time used : 00:01:33.79
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_HammingIndep test:
-----------------------------------------------
N = 1, n = 10000000, r = 25, s = 5, L = 1200, d = 0
Counters with expected numbers >= 10
-----------------------------------------------
Number of degrees of freedom : 11825
Chi-square statistic :11791.39
p-value of test : 0.58
-----------------------------------------------
CPU time used : 00:01:38.25
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_Run test:
-----------------------------------------------
N = 1, n = 2000000000, r = 0, s = 3
-----------------------------------------------
Total number of 1 runs: 2000000000
Number of degrees of freedom : 54
Chi2 statistic for number of runs : 62.56
p-value of test : 0.20
-----------------------------------------------
Total number of bits: 7999957470
Normal statistic for number of bits : -0.34
p-value of test : 0.63
-----------------------------------------------
CPU time used : 00:01:16.00
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_Run test:
-----------------------------------------------
N = 1, n = 2000000000, r = 27, s = 3
-----------------------------------------------
Total number of 1 runs: 2000000000
Number of degrees of freedom : 54
Chi2 statistic for number of runs : 65.11
p-value of test : 0.14
-----------------------------------------------
Total number of bits: 7999956321
Normal statistic for number of bits : -0.35
p-value of test : 0.64
-----------------------------------------------
CPU time used : 00:01:18.57
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_AutoCor test:
-----------------------------------------------
N = 10, n = 1000000030, r = 0, s = 3, d = 1
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.28
p-value of test : 0.18
Kolmogorov-Smirnov- statistic = D- : 0.10
p-value of test : 0.76
Anderson-Darling statistic = A2 : 0.50
p-value of test : 0.74
Tests on the sum of all N observations
Standardized normal statistic : -0.51
p-value of test : 0.69
Sample variance : 0.71
p-value of test : 0.70
-----------------------------------------------
CPU time used : 00:02:49.27
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_AutoCor test:
-----------------------------------------------
N = 10, n = 1000000029, r = 0, s = 3, d = 3
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.13
p-value of test : 0.66
Kolmogorov-Smirnov- statistic = D- : 0.17
p-value of test : 0.51
Anderson-Darling statistic = A2 : 0.30
p-value of test : 0.94
Tests on the sum of all N observations
Standardized normal statistic : 0.069
p-value of test : 0.47
Sample variance : 0.68
p-value of test : 0.73
-----------------------------------------------
CPU time used : 00:02:30.81
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_AutoCor test:
-----------------------------------------------
N = 10, n = 1000000030, r = 27, s = 3, d = 1
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.095
p-value of test : 0.78
Kolmogorov-Smirnov- statistic = D- : 0.30
p-value of test : 0.14
Anderson-Darling statistic = A2 : 1.01
p-value of test : 0.35
Tests on the sum of all N observations
Standardized normal statistic : 0.45
p-value of test : 0.33
Sample variance : 1.52
p-value of test : 0.13
-----------------------------------------------
CPU time used : 00:02:51.88
Generator state:
***********************************************************
HOST = Thijss-iMac.local, Darwin
sitmo
sstring_AutoCor test:
-----------------------------------------------
N = 10, n = 1000000029, r = 27, s = 3, d = 3
-----------------------------------------------
Kolmogorov-Smirnov+ statistic = D+ : 0.079
p-value of test : 0.84
Kolmogorov-Smirnov- statistic = D- : 0.18
p-value of test : 0.48
Anderson-Darling statistic = A2 : 0.59
p-value of test : 0.65
Tests on the sum of all N observations
Standardized normal statistic : 0.78
p-value of test : 0.22
Sample variance : 1.85
p-value of test : 0.05
-----------------------------------------------
CPU time used : 00:02:32.94
Generator state:
========= Summary results of BigCrush =========
Version: TestU01 1.2.3
Generator: sitmo
Number of statistics: 160
Total CPU time: 03:44:06.82
All tests were passed
Try the sitmo package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.