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Viewing changes to python/test/t_Normal_large.atpy

  • Committer: Bazaar Package Importer
  • Author(s): Fabrice Coutadeur
  • Date: 2010-05-10 17:27:55 UTC
  • mfrom: (1.1.4 upstream) (5.1.5 sid)
  • Revision ID: james.westby@ubuntu.com-20100510172755-cb5ynskknqqi5rhp
Tags: 0.13.2-2ubuntu1
* Merge with Debian testing. No changes left.
* ubuntu_fix-python-2.6.patch: fix detection of python 2.6 libs, to not use
  LOCALMODLIBS. This pulls a dependency on SSL and makes the package FTBFS.

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python/test/t_Normal_large.atpy
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#AT_TESTED([t_Normal_large.py])
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AT_CHECK([t_Normal_large.py],
 
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AT_CHECK([python ${examplesdir}/t_Normal_large.py],
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         [0],
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[[sample of size  1000  first= class=NumericalPoint name=Unnamed dimension=20 implementation=class=NumericalPointImplementation name=Unnamed dimension=20 values=[1.6082,0.207563,-0.0888678,1.68463,0.0727176,-0.140729,0.960796,1.84312,2.5624,2.13203,1.18724,0.873557,-0.503119,-1.49939,-0.834367,0.0357153,1.66227,1.58298,0.497606,0.936693]  last= class=NumericalPoint name=Unnamed dimension=20 implementation=class=NumericalPointImplementation name=Unnamed dimension=20 values=[2.60763,0.898916,1.61447,1.39123,0.329743,0.282604,2.05066,3.13186,1.01259,1.66828,2.54373,1.68339,2.41045,2.55572,1.9206,2.12228,1.3504,1.21925,1.15486,1.02956]
 
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[[sample of size  1000  first= class=NumericalPoint name=Unnamed dimension=20 values=[1.6082,0.207563,-0.0888678,1.68463,0.0727176,-0.140729,0.960796,1.84312,2.5624,2.13203,1.18724,0.873557,-0.503119,-1.49939,-0.834367,0.0357153,1.66227,1.58298,0.497606,0.936693]  last= class=NumericalPoint name=Unnamed dimension=20 values=[2.60763,0.898916,1.61447,1.39123,0.329743,0.282604,2.05066,3.13186,1.01259,1.66828,2.54373,1.68339,2.41045,2.55572,1.9206,2.12228,1.3504,1.21925,1.15486,1.02956]
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mean error=0.030969
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covariance error=0.026640
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Zero point =  class=NumericalPoint name=Unnamed dimension=20 implementation=class=NumericalPointImplementation name=Unnamed dimension=20 values=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]  pdf=0.000000  density generator=0.000000
13
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
14
 
margin PDF=0.241971
15
 
margin CDF=0.158655
16
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
17
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[0.500685]
18
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
19
 
margin PDF=0.241971
20
 
margin CDF=0.158655
21
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
22
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[0.688663]
23
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
24
 
margin PDF=0.241971
25
 
margin CDF=0.158655
26
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
27
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[0.596551]
28
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
29
 
margin PDF=0.241971
30
 
margin CDF=0.158655
31
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
32
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[0.746547]
33
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
34
 
margin PDF=0.241971
35
 
margin CDF=0.158655
36
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
37
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[0.945396]
38
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
39
 
margin PDF=0.241971
40
 
margin CDF=0.158655
41
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
42
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[-0.599186]
43
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
44
 
margin PDF=0.241971
45
 
margin CDF=0.158655
46
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
47
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[2.27962]
48
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
49
 
margin PDF=0.241971
50
 
margin CDF=0.158655
51
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
52
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1.08801]
53
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
54
 
margin PDF=0.241971
55
 
margin CDF=0.158655
56
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
57
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[-0.244665]
58
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
59
 
margin PDF=0.241971
60
 
margin CDF=0.158655
61
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
62
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1.66198]
63
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
64
 
margin PDF=0.241971
65
 
margin CDF=0.158655
66
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
67
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1.39697]
68
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
69
 
margin PDF=0.241971
70
 
margin CDF=0.158655
71
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
72
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[-1.0919]
73
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
74
 
margin PDF=0.241971
75
 
margin CDF=0.158655
76
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
77
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[3.01465]
78
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
79
 
margin PDF=0.241971
80
 
margin CDF=0.158655
81
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
82
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[0.224291]
83
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
84
 
margin PDF=0.241971
85
 
margin CDF=0.158655
86
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
87
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1.33848]
88
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
89
 
margin PDF=0.241971
90
 
margin CDF=0.158655
91
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
92
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[0.0208974]
93
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
94
 
margin PDF=0.241971
95
 
margin CDF=0.158655
96
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
97
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[0.762654]
98
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
99
 
margin PDF=0.241971
100
 
margin CDF=0.158655
101
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
102
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[3.06895]
103
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
104
 
margin PDF=0.241971
105
 
margin CDF=0.158655
106
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
107
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[-0.248461]
108
 
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
109
 
margin PDF=0.241971
110
 
margin CDF=0.158655
111
 
margin quantile= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[1]
112
 
margin realization= class=NumericalPoint name=Unnamed dimension=1 implementation=class=NumericalPointImplementation name=Unnamed dimension=1 values=[-1.28162]
 
12
Zero point =  class=NumericalPoint name=Unnamed dimension=20 values=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]  pdf=0.000000  density generator=0.000000
 
13
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
14
margin PDF=0.241971
 
15
margin CDF=0.158655
 
16
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
17
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[0.500685]
 
18
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
19
margin PDF=0.241971
 
20
margin CDF=0.158655
 
21
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
22
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[0.688663]
 
23
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
24
margin PDF=0.241971
 
25
margin CDF=0.158655
 
26
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
27
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[0.596551]
 
28
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
29
margin PDF=0.241971
 
30
margin CDF=0.158655
 
31
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
32
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[0.746547]
 
33
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
34
margin PDF=0.241971
 
35
margin CDF=0.158655
 
36
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
37
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[0.945396]
 
38
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
39
margin PDF=0.241971
 
40
margin CDF=0.158655
 
41
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
42
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[-0.599186]
 
43
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
44
margin PDF=0.241971
 
45
margin CDF=0.158655
 
46
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
47
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[2.27962]
 
48
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
49
margin PDF=0.241971
 
50
margin CDF=0.158655
 
51
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
52
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[1.08801]
 
53
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
54
margin PDF=0.241971
 
55
margin CDF=0.158655
 
56
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
57
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[-0.244665]
 
58
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
59
margin PDF=0.241971
 
60
margin CDF=0.158655
 
61
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
62
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[1.66198]
 
63
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
64
margin PDF=0.241971
 
65
margin CDF=0.158655
 
66
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
67
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[1.39697]
 
68
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
69
margin PDF=0.241971
 
70
margin CDF=0.158655
 
71
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
72
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[-1.0919]
 
73
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
74
margin PDF=0.241971
 
75
margin CDF=0.158655
 
76
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
77
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[3.01465]
 
78
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
79
margin PDF=0.241971
 
80
margin CDF=0.158655
 
81
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
82
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[0.224291]
 
83
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
84
margin PDF=0.241971
 
85
margin CDF=0.158655
 
86
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
87
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[1.33848]
 
88
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
89
margin PDF=0.241971
 
90
margin CDF=0.158655
 
91
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
92
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[0.0208974]
 
93
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
94
margin PDF=0.241971
 
95
margin CDF=0.158655
 
96
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
97
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[0.762654]
 
98
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
99
margin PDF=0.241971
 
100
margin CDF=0.158655
 
101
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
102
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[3.06895]
 
103
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
104
margin PDF=0.241971
 
105
margin CDF=0.158655
 
106
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
107
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[-0.248461]
 
108
margin= class=Normal name=Marginal of Normal dimension=1 mean=class=NumericalPoint name=Unnamed dimension=1 values=[1] sigma=class=NumericalPoint name=Unnamed dimension=1 values=[1] correlationMatrix=class=CorrelationMatrix dimension=1 implementation=class=MatrixImplementation name=Unnamed rows=1 columns=1 values=[1]
 
109
margin PDF=0.241971
 
110
margin CDF=0.158655
 
111
margin quantile= class=NumericalPoint name=Unnamed dimension=1 values=[1]
 
112
margin realization= class=NumericalPoint name=Unnamed dimension=1 values=[-1.28162]
113
113
indices= [1,0]
114
 
margins= class=Normal name=Marginal of Normal dimension=2 mean=class=NumericalPoint name=Unnamed dimension=2 implementation=class=NumericalPointImplementation name=Unnamed dimension=2 values=[1,1] sigma=class=NumericalPoint name=Unnamed dimension=2 implementation=class=NumericalPointImplementation name=Unnamed dimension=2 values=[1,1] correlationMatrix=class=CorrelationMatrix dimension=2 implementation=class=MatrixImplementation name=Unnamed rows=2 columns=2 values=[1,0.5,0.5,1]
 
114
margins= class=Normal name=Marginal of Normal dimension=2 mean=class=NumericalPoint name=Unnamed dimension=2 values=[1,1] sigma=class=NumericalPoint name=Unnamed dimension=2 values=[1,1] correlationMatrix=class=CorrelationMatrix dimension=2 implementation=class=MatrixImplementation name=Unnamed rows=2 columns=2 values=[1,0.5,0.5,1]
115
115
margins PDF=0.094354
116
116
margins CDF=0.062514
117
 
margins quantile= class=NumericalPoint name=Unnamed dimension=2 implementation=class=NumericalPointImplementation name=Unnamed dimension=2 values=[1.39352,1.39352]
 
117
margins quantile= class=NumericalPoint name=Unnamed dimension=2 values=[1.39352,1.39352]
118
118
margins CDF(qantile)=0.500000
119
 
margins realization= class=NumericalPoint name=Unnamed dimension=2 implementation=class=NumericalPointImplementation name=Unnamed dimension=2 values=[2.35359,2.73611]
 
119
margins realization= class=NumericalPoint name=Unnamed dimension=2 values=[2.35359,2.73611]
120
120
Has independent copula?  True
121
 
sample of size  1000  first= class=NumericalPoint name=Unnamed dimension=200 implementation=class=NumericalPointImplementation name=Unnamed dimension=200 values=[-0.0924803,-0.385767,-0.582789,0.862339,-0.883716,0.3926,0.766679,-1.08372,-0.436674,-0.294409,1.11444,0.657989,-1.29599,0.684605,0.382066,1.77445,0.138459,0.752601,1.27409,0.540536,0.777086,0.364516,-0.301814,0.893313,-1.53802,1.26802,0.751047,-0.441032,1.32584,-0.199575,-0.310588,-0.309177,-1.52139,-0.522208,-1.06965,-0.789657,1.16443,-1.03125,0.235775,0.160535,0.82577,-0.817614,-0.178539,-0.389753,-0.665468,0.750025,0.399971,-0.559338,-1.75618,-0.700603,0.540002,1.50119,-0.789011,0.808219,-0.616983,0.855344,-0.109439,-2.19597,-0.303878,0.0702016,0.220891,-1.75143,-0.241057,2.09073,0.391134,-0.387006,0.024146,-0.358051,0.674633,1.26753,0.885364,0.0590254,-1.21011,0.311419,-0.013971,0.551457,1.6967,1.25149,-0.882583,1.38999,-0.26583,0.819959,1.60676,0.653241,-1.00758,0.141836,-1.32336,1.03433,1.17828,-0.289384,-0.307044,1.09151,0.0840745,-0.122249,-1.31844,0.808883,-1.25611,0.447288,0.202481,-0.945114,-0.103673,1.34222,-0.858253,-0.54043,-0.275109,0.181062,-1.37777,1.37718,-1.15301,0.976568,0.512893,0.214961,0.373265,0.190413,-0.341848,1.33592,1.55987,0.42716,-0.413857,-0.160902,1.3707,0.980527,1.21467,0.984769,0.97533,1.0776,1.53207,-1.17206,-0.285816,0.670269,1.49396,0.485291,-0.561936,1.57432,-0.536591,1.23027,0.219464,-0.169869,0.544072,-0.601105,1.43155,0.725244,0.533768,0.140789,0.0160745,-0.0123437,0.0184201,-0.833514,0.761825,-1.16081,-0.610377,-1.9156,-2.33103,-0.118731,-1.11021,2.17154,0.200124,1.1252,-0.331689,-0.00335297,0.183261,-2.16781,-1.39982,0.808865,-0.0642468,0.528461,-0.723777,0.214055,0.777388,0.481501,1.13949,-1.57453,0.442001,0.0421357,1.67991,0.757387,-0.793694,-1.25572,-0.629447,0.487945,1.81057,-1.64239,-0.213589,-0.496318,-0.302247,0.871185,0.299423,0.802301,2.53252,-2.02346,1.30206,-0.444108,0.300794,1.25892,-0.0457276,-0.795204,1.60242,0.296084,0.115319,-0.0635513]  last= class=NumericalPoint name=Unnamed dimension=200 implementation=class=NumericalPointImplementation name=Unnamed dimension=200 values=[-1.11461,0.438592,0.550186,1.0622,-0.549859,-0.858289,0.728716,0.152057,0.848569,1.54166,0.494011,-1.71196,2.27422,0.639337,-0.905849,-0.0246189,-0.399904,1.20071,-1.41273,1.37713,-0.0708333,-0.876147,0.879814,0.0520259,-0.551891,-0.318747,-0.731304,-0.694981,1.09938,0.240587,0.0825538,2.33937,0.189076,-1.00389,-0.188987,-0.439799,0.735965,0.446012,-0.13083,2.51918,0.138234,0.768948,2.29541,-1.30424,0.275559,-1.11632,1.94488,0.397185,-1.78618,-0.691506,-0.585273,-0.601699,-1.45275,0.201126,0.274486,0.00489062,-0.483294,-0.703403,1.4542,0.969427,-0.898026,-1.20509,-1.37623,0.124578,-0.630202,1.02534,1.32901,1.58573,-0.406192,-0.515211,1.65507,1.20731,0.0346954,1.38105,1.48134,0.72879,-0.480162,-2.5947,0.802773,0.313232,0.107474,-0.323825,0.450733,-0.159809,0.052703,1.66908,0.10516,-0.838014,-0.968436,-0.759311,-0.279508,-0.1671,-0.0292646,0.96677,-1.24137,2.28681,0.352867,-0.350197,-0.927662,0.358398,-1.0648,1.00371,-0.374887,0.554101,1.34274,0.611972,-1.14063,-1.14285,0.0768509,0.301959,1.78853,-0.414923,-0.25441,-1.3463,-0.598372,-0.0843362,-1.55207,-0.75297,1.964,0.580965,-0.381202,-1.01176,0.140649,0.749979,0.398954,-0.569315,1.75369,0.540751,-0.866727,1.05094,0.120966,-1.89449,-1.56011,0.830258,0.338006,0.670807,-1.11629,1.06263,0.901831,0.689363,1.60387,-0.173171,-0.257222,0.121395,0.38421,0.610574,-1.11921,0.665977,-1.15938,1.21904,-0.6829,0.388373,0.922746,-0.308735,-0.471366,-1.03014,-1.89596,-0.739326,-0.975591,0.584878,1.84946,0.629133,-0.456861,-0.414444,0.311148,-0.16763,0.526793,0.0830037,-0.623888,0.864747,1.16477,0.000723994,-0.0329285,-1.59623,1.35017,-0.906898,0.429753,-0.595908,1.19671,0.582945,-1.35047,0.196484,0.862276,-0.775386,0.853207,-1.52312,-0.351058,-0.77281,2.16075,0.171182,-1.4925,-0.196501,0.109859,-0.283314,0.290781,-0.660095,0.451863,-0.791095,0.151929,-0.669778]
 
121
sample of size  1000  first= class=NumericalPoint name=Unnamed dimension=200 values=[-0.0924803,-0.385767,-0.582789,0.862339,-0.883716,0.3926,0.766679,-1.08372,-0.436674,-0.294409,1.11444,0.657989,-1.29599,0.684605,0.382066,1.77445,0.138459,0.752601,1.27409,0.540536,0.777086,0.364516,-0.301814,0.893313,-1.53802,1.26802,0.751047,-0.441032,1.32584,-0.199575,-0.310588,-0.309177,-1.52139,-0.522208,-1.06965,-0.789657,1.16443,-1.03125,0.235775,0.160535,0.82577,-0.817614,-0.178539,-0.389753,-0.665468,0.750025,0.399971,-0.559338,-1.75618,-0.700603,0.540002,1.50119,-0.789011,0.808219,-0.616983,0.855344,-0.109439,-2.19597,-0.303878,0.0702016,0.220891,-1.75143,-0.241057,2.09073,0.391134,-0.387006,0.024146,-0.358051,0.674633,1.26753,0.885364,0.0590254,-1.21011,0.311419,-0.013971,0.551457,1.6967,1.25149,-0.882583,1.38999,-0.26583,0.819959,1.60676,0.653241,-1.00758,0.141836,-1.32336,1.03433,1.17828,-0.289384,-0.307044,1.09151,0.0840745,-0.122249,-1.31844,0.808883,-1.25611,0.447288,0.202481,-0.945114,-0.103673,1.34222,-0.858253,-0.54043,-0.275109,0.181062,-1.37777,1.37718,-1.15301,0.976568,0.512893,0.214961,0.373265,0.190413,-0.341848,1.33592,1.55987,0.42716,-0.413857,-0.160902,1.3707,0.980527,1.21467,0.984769,0.97533,1.0776,1.53207,-1.17206,-0.285816,0.670269,1.49396,0.485291,-0.561936,1.57432,-0.536591,1.23027,0.219464,-0.169869,0.544072,-0.601105,1.43155,0.725244,0.533768,0.140789,0.0160745,-0.0123437,0.0184201,-0.833514,0.761825,-1.16081,-0.610377,-1.9156,-2.33103,-0.118731,-1.11021,2.17154,0.200124,1.1252,-0.331689,-0.00335297,0.183261,-2.16781,-1.39982,0.808865,-0.0642468,0.528461,-0.723777,0.214055,0.777388,0.481501,1.13949,-1.57453,0.442001,0.0421357,1.67991,0.757387,-0.793694,-1.25572,-0.629447,0.487945,1.81057,-1.64239,-0.213589,-0.496318,-0.302247,0.871185,0.299423,0.802301,2.53252,-2.02346,1.30206,-0.444108,0.300794,1.25892,-0.0457276,-0.795204,1.60242,0.296084,0.115319,-0.0635513]  last= class=NumericalPoint name=Unnamed dimension=200 values=[-1.11461,0.438592,0.550186,1.0622,-0.549859,-0.858289,0.728716,0.152057,0.848569,1.54166,0.494011,-1.71196,2.27422,0.639337,-0.905849,-0.0246189,-0.399904,1.20071,-1.41273,1.37713,-0.0708333,-0.876147,0.879814,0.0520259,-0.551891,-0.318747,-0.731304,-0.694981,1.09938,0.240587,0.0825538,2.33937,0.189076,-1.00389,-0.188987,-0.439799,0.735965,0.446012,-0.13083,2.51918,0.138234,0.768948,2.29541,-1.30424,0.275559,-1.11632,1.94488,0.397185,-1.78618,-0.691506,-0.585273,-0.601699,-1.45275,0.201126,0.274486,0.00489062,-0.483294,-0.703403,1.4542,0.969427,-0.898026,-1.20509,-1.37623,0.124578,-0.630202,1.02534,1.32901,1.58573,-0.406192,-0.515211,1.65507,1.20731,0.0346954,1.38105,1.48134,0.72879,-0.480162,-2.5947,0.802773,0.313232,0.107474,-0.323825,0.450733,-0.159809,0.052703,1.66908,0.10516,-0.838014,-0.968436,-0.759311,-0.279508,-0.1671,-0.0292646,0.96677,-1.24137,2.28681,0.352867,-0.350197,-0.927662,0.358398,-1.0648,1.00371,-0.374887,0.554101,1.34274,0.611972,-1.14063,-1.14285,0.0768509,0.301959,1.78853,-0.414923,-0.25441,-1.3463,-0.598372,-0.0843362,-1.55207,-0.75297,1.964,0.580965,-0.381202,-1.01176,0.140649,0.749979,0.398954,-0.569315,1.75369,0.540751,-0.866727,1.05094,0.120966,-1.89449,-1.56011,0.830258,0.338006,0.670807,-1.11629,1.06263,0.901831,0.689363,1.60387,-0.173171,-0.257222,0.121395,0.38421,0.610574,-1.11921,0.665977,-1.15938,1.21904,-0.6829,0.388373,0.922746,-0.308735,-0.471366,-1.03014,-1.89596,-0.739326,-0.975591,0.584878,1.84946,0.629133,-0.456861,-0.414444,0.311148,-0.16763,0.526793,0.0830037,-0.623888,0.864747,1.16477,0.000723994,-0.0329285,-1.59623,1.35017,-0.906898,0.429753,-0.595908,1.19671,0.582945,-1.35047,0.196484,0.862276,-0.775386,0.853207,-1.52312,-0.351058,-0.77281,2.16075,0.171182,-1.4925,-0.196501,0.109859,-0.283314,0.290781,-0.660095,0.451863,-0.791095,0.151929,-0.669778]
122
122
mean error=1.099991
123
123
covariance error=0.000345
124
 
Zero point=  class=NumericalPoint name=Unnamed dimension=200 implementation=class=NumericalPointImplementation name=Unnamed dimension=200 values=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]  pdf=0.000000  cdf=0.000000  density generator=0.000000
 
124
Zero point=  class=NumericalPoint name=Unnamed dimension=200 values=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]  pdf=0.000000  cdf=0.000000  density generator=0.000000
125
125
]],
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126
         [ignore])
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127