Number of observations: 7
Number of valid observations: 7
Mean: 3.0499999999999998
Minimum: 1
Maximum: 5
Standard deviation: 1.2945398152754257
Coefficient of skewness: -0.11466129767918848
Kurtosis: -0.97325722944491444
Number of observations: 7
Number of valid observations: 5
Mean: 3.0350000000000001
Minimum: 2
Maximum: 4
Standard deviation: 0.81330842134782666
Coefficient of skewness: -0.12516692996587936
Kurtosis: -1.4945904772129013
Sum of weights: 1
0.5: 0.5
1.6449: 1.6448536269521328
0.79730000000000001: 0.79730697935971062
0.20269999999999999: 0.20269302064028938
0.40539999999999998: 0.40538604128057876
0.59460000000000002: 0.59461395871942124
-2.9430000000000001: -2.9430920604552808
-2.9430000000000001: -2.9430920604552808
2.6899999999999999: 2.6895850189423141
2.8450000000000002: 2.8453396640559712
0.4279: 0.42792638326526522
0.57210000000000005: 0.57207361673473478
6.2000000000000002: 6.2006438738261522
0.98370000000000002: 0.98368007728735551
0.016299999999999981: 0.016319922712644458
2.5: 2.4979501385281933
0.94989999999999997: 0.94987794546733484
0.050100000000000033: 0.050122054532665168
0.67000000000000004: 0.66963115446845256
Testing Student's T Distribution nu=20.
Expect .7973 .4054 .5946 .2027
0.79730697935971062 0.40538604128057876 0.59461395871942124 0.20269302064028938
Expect 2.845: 2.8453396640559712
Expect 0.85: 0.84997428685305898 0.84997428685305898 0.84997428685305898 0.84997428685305898
Testing normal distribution (3., 2.)
Standard deviate at x=.95:1.6448536269521328
Deviate at x=.95:6.2897072539042655
Testing chi-squared distribution (7.5)
Expect .4279: 0.42792638326526522
Expect 6.2: 6.1997692498252075
Testing F distribution (10.0, 25.5)
Expect .984: 0.9837116311095202
Expect 2.837: 2.8469288838722826
Testing Beta distribution (1., 2.)
Expect .4375: 0.4375
Expect 0.25: 0.24999992466615745
Testing Gamma distribution (7.5, .1)
Expect .428: 0.42856813123761672
Expect 0.670: 0.66971428057849147
Testing Bivariate Normal distribution (.540)
Expect .9995: 0.99951657585761622
From a CUD
0.56784423022967212
0.79080457630676815
0.85770531026408581
0.43524346036348444
0.39684256392007244
0.91869613947448248
From a CUD_AB (2, 5)
2.2189073723319352
4.9085897212579583
2.4213637259531851
3.7223196811030959
3.4654897596544667
4.7636978100675087
From an EXPONENTIAL (2.0)
5.2354377693877501
0.061887913653612368
3.9257422996611089
1.1098805093052451
1.4328455902716275
0.16408543879093529
From a Beta (2.0, 2.0)
0.67274149649998727
0.87121026090446374
0.85487218650640995
0.38686449428886027
0.42616407554807656
0.32583871616239823
From a normal distribution mean 3., sigma 2.
5.5947686053386168
4.6041307196090102
2.1354129163859148
4.4506040884679674
3.0277970728645793
6.230492101313617
The next sample only is from normal(0.,1.)
-0.18318312429828298
0.99730522141852163
From a GAMMA (5.0, 1.0)
12.369909913765559
9.2657266878770024
5.7148371798851114
6.5162571072555835
3.4313716280186162
12.301689628614872
From a Chi-square (4.0)
12.077868977213724
0.90999952564062458
7.9265461068320064
0.21339964852854321
9.2705664973187094
2.2203785961489428
From a Student's t (4.0)
-0.35359546782697815
-0.48978430176301535
0.4061838782183631
0.69034640593801533
-0.86444956744152845
0.0065996745602570133
From a Discrete (2, 6)
2
6
2
4
4
6
From a Poisson (2.7)
1
6
1
3
2
5
From a Binomial (100, 0.5)
43
59
45
51
50
57
Normal tail/generator comparison. Please wait.
Expect .20 +/- error: 0.18099999999999999
Student's t tail/generator comparison. Please wait.
Expect .20 +/- error: 0.20499999999999999
Chi-squared tail/generator comparison. Please wait.
Expect .20 +/- error: 0.21099999999999999
Gamma tail/generator comparison. Please wait.
Expect .20 +/- error: 0.214
Testing vector normal generator.
ARRAY [0xF63418]
  area: SPECIAL [0xF63430]
    -- begin special object --
        0: DOUBLE = 1.7697396189662173
        1: DOUBLE = 4.4480729914346098
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 2

ARRAY [0xF63450]
  area: SPECIAL [0xF63468]
    -- begin special object --
        0: DOUBLE = 3.2677810265619884
        1: DOUBLE = 3.0582561857638484
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 2

ARRAY [0xF63488]
  area: SPECIAL [0xF634A0]
    -- begin special object --
        0: DOUBLE = 3.1768772119524566
        1: DOUBLE = 2.3651055843720163
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 2

ARRAY [0xF634C0]
  area: SPECIAL [0xF634D8]
    -- begin special object --
        0: DOUBLE = -0.10551901180174772
        1: DOUBLE = 1.839547638788374
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 2

ARRAY [0xF634F8]
  area: SPECIAL [0xF63510]
    -- begin special object --
        0: DOUBLE = 1.2932972408468646
        1: DOUBLE = -0.18504173750774422
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 2

Testing deal of subsets from 2, 4, 6, 8, 9
DEALER [0xF687C0]
  dealt: ARRAY [0xF68828]
  deck: ARRAY [0xF687E8]
  saved_state: NAG_RANDOM_NUMBER_GENERATOR_STATE [0xF687D8]
ARRAY [0xF68828]
  area: SPECIAL [0xF68840]
    -- begin special object --
        0: INTEGER = 2
        1: INTEGER = 6
        2: INTEGER = 8
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 3
ARRAY [0xF696A0]
  area: SPECIAL [0xF696B8]
    -- begin special object --
        0: INTEGER = 6
        1: INTEGER = 8
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 2
Should repeat the same experience now...
DEALER [0xF6A2D8]
  dealt: ARRAY [0xF6A340]
  deck: ARRAY [0xF6A300]
  saved_state: NAG_RANDOM_NUMBER_GENERATOR_STATE [0xF6A2F0]
ARRAY [0xF6A340]
  area: SPECIAL [0xF6A358]
    -- begin special object --
        0: INTEGER = 2
        1: INTEGER = 6
        2: INTEGER = 8
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 3
ARRAY [0xF6B1B8]
  area: SPECIAL [0xF6B1D0]
    -- begin special object --
        0: INTEGER = 6
        1: INTEGER = 8
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 2
Testing permuting 1, ..., 5
ARRAY [0xF6BE10]
  area: SPECIAL [0xF6BE28]
    -- begin special object --
        0: INTEGER = 2
        1: INTEGER = 5
        2: INTEGER = 3
        3: INTEGER = 1
        4: INTEGER = 4
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 5
ARRAY [0xF6BE10]
  area: SPECIAL [0xF6BE28]
    -- begin special object --
        0: INTEGER = 5
        1: INTEGER = 1
        2: INTEGER = 2
        3: INTEGER = 3
        4: INTEGER = 4
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 5
Testing ARMA time series #1
ARRAY [0xF6D520]
  area: SPECIAL [0xF6D538]
    -- begin special object --
        0: DOUBLE = 3.406036420771426
        1: DOUBLE = 1.6951503980160467
        2: DOUBLE = 3.5042082952661167
        3: DOUBLE = 1.131123681880313
        4: DOUBLE = 0.063990881909829933
        5: DOUBLE = 0.58340275336047509
        6: DOUBLE = 0.53515363633737589
        7: DOUBLE = -1.7205987556150748
        8: DOUBLE = -0.4963679997076812
        9: DOUBLE = 1.6448087808762046
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 10
Testing ARMA time series #2
ARRAY [0xF6EBA8]
  area: SPECIAL [0xF6EBC0]
    -- begin special object --
        0: DOUBLE = 1.570170696688179
        1: DOUBLE = -0.86514396659599158
        2: DOUBLE = -0.87172361215666117
        3: DOUBLE = -1.464453632983254
        4: DOUBLE = 1.2211751975839902
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 5
ARRAY [0xF6EBA8]
  area: SPECIAL [0xF6EBC0]
    -- begin special object --
        0: DOUBLE = 1.232221304962196
        1: DOUBLE = 2.1920975222082624
        2: DOUBLE = -0.20899383218626655
        3: DOUBLE = -0.47889560426445116
        4: DOUBLE = -2.4701144160707211
    -- end special object --
  object_comparison: BOOLEAN = False
  lower: INTEGER = 1
  upper: INTEGER = 5