1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
|
Sampling method=MonteCarlo
Method = SaltelliSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.302751
Total order Sobol indice of Y|X3 = 0.256687
Second order Sobol indice of Y|X1,X3 = 0.221256
Confidence interval of first order Y|X1 = [0.282294, 0.325412]
Confidence interval of total order Y|X3 = [0.229972, 0.290251]
Method = JansenSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.322419
Total order Sobol indice of Y|X3 = 0.240408
Second order Sobol indice of Y|X1,X3 = 0.18219
Confidence interval of first order Y|X1 = [0.292622, 0.345477]
Confidence interval of total order Y|X3 = [0.228592, 0.249431]
Method = MauntzKucherenkoSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.293133
Total order Sobol indice of Y|X3 = 0.256687
Second order Sobol indice of Y|X1,X3 = 0.240492
Confidence interval of first order Y|X1 = [0.268014, 0.319384]
Confidence interval of total order Y|X3 = [0.241828, 0.274884]
Method = MartinezSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.308902
Total order Sobol indice of Y|X3 = 0.244293
Second order Sobol indice of Y|X1,X3 = 0.214961
Confidence interval of first order Y|X1 = [0.289328, 0.329526]
Confidence interval of total order Y|X3 = [0.211384, 0.279639]
Asymptotic estimate
Confidence interval of first order Y|X1 = [0.29234, 0.325464]
Confidence interval of total order Y|X3 = [0.236059, 0.252527]
First order indices distribution = class=Normal name=Normal dimension=3 mean=class=Point name=Unnamed dimension=3 values=[0.308902,0.459187,0.00683867] sigma=class=Point name=Unnamed dimension=3 values=[0.0084503,0.00760475,0.0136799] correlationMatrix=class=CorrelationMatrix dimension=3 implementation=class=MatrixImplementation name=Unnamed rows=3 columns=3 values=[1,0,0,0,1,0,0,0,1]
Total order indices distribution = class=Normal name=Normal dimension=3 mean=class=Point name=Unnamed dimension=3 values=[0.567786,0.430754,0.244293] sigma=class=Point name=Unnamed dimension=3 values=[0.0125981,0.00757338,0.00420115] correlationMatrix=class=CorrelationMatrix dimension=3 implementation=class=MatrixImplementation name=Unnamed rows=3 columns=3 values=[1,0,0,0,1,0,0,0,1]
Sampling method=LHS
Method = SaltelliSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.301561
Total order Sobol indice of Y|X3 = 0.246015
Second order Sobol indice of Y|X1,X3 = 0.268463
Confidence interval of first order Y|X1 = [0.277416, 0.329659]
Confidence interval of total order Y|X3 = [0.21859, 0.281204]
Method = JansenSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.299784
Total order Sobol indice of Y|X3 = 0.250802
Second order Sobol indice of Y|X1,X3 = 0.271345
Confidence interval of first order Y|X1 = [0.272814, 0.32245]
Confidence interval of total order Y|X3 = [0.240537, 0.26149]
Method = MauntzKucherenkoSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.306722
Total order Sobol indice of Y|X3 = 0.246015
Second order Sobol indice of Y|X1,X3 = 0.258141
Confidence interval of first order Y|X1 = [0.281777, 0.332794]
Confidence interval of total order Y|X3 = [0.228285, 0.263565]
Method = MartinezSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.301029
Total order Sobol indice of Y|X3 = 0.249543
Second order Sobol indice of Y|X1,X3 = 0.269003
Confidence interval of first order Y|X1 = [0.281543, 0.317365]
Confidence interval of total order Y|X3 = [0.211903, 0.291578]
Asymptotic estimate
Confidence interval of first order Y|X1 = [0.28442, 0.317638]
Confidence interval of total order Y|X3 = [0.241081, 0.258004]
First order indices distribution = class=Normal name=Normal dimension=3 mean=class=Point name=Unnamed dimension=3 values=[0.301029,0.437306,0.00396365] sigma=class=Point name=Unnamed dimension=3 values=[0.00847425,0.00792339,0.0132974] correlationMatrix=class=CorrelationMatrix dimension=3 implementation=class=MatrixImplementation name=Unnamed rows=3 columns=3 values=[1,0,0,0,1,0,0,0,1]
Total order indices distribution = class=Normal name=Normal dimension=3 mean=class=Point name=Unnamed dimension=3 values=[0.580696,0.445198,0.249543] sigma=class=Point name=Unnamed dimension=3 values=[0.0127628,0.00778128,0.00431709] correlationMatrix=class=CorrelationMatrix dimension=3 implementation=class=MatrixImplementation name=Unnamed rows=3 columns=3 values=[1,0,0,0,1,0,0,0,1]
Sampling method=QMC
Method = SaltelliSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.31427
Total order Sobol indice of Y|X3 = 0.243082
Second order Sobol indice of Y|X1,X3 = 0.240458
Confidence interval of first order Y|X1 = [0.290814, 0.336693]
Confidence interval of total order Y|X3 = [0.211317, 0.271027]
Method = JansenSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.313563
Total order Sobol indice of Y|X3 = 0.24364
Second order Sobol indice of Y|X1,X3 = 0.24154
Confidence interval of first order Y|X1 = [0.283333, 0.335208]
Confidence interval of total order Y|X3 = [0.233251, 0.25491]
Method = MauntzKucherenkoSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.313356
Total order Sobol indice of Y|X3 = 0.243082
Second order Sobol indice of Y|X1,X3 = 0.242286
Confidence interval of first order Y|X1 = [0.289126, 0.341806]
Confidence interval of total order Y|X3 = [0.22314, 0.257817]
Method = MartinezSensitivityAlgorithm
First order Sobol indice of Y|X1 = 0.314037
Total order Sobol indice of Y|X3 = 0.243514
Second order Sobol indice of Y|X1,X3 = 0.240691
Confidence interval of first order Y|X1 = [0.295558, 0.332588]
Confidence interval of total order Y|X3 = [0.209186, 0.282796]
Asymptotic estimate
Confidence interval of first order Y|X1 = [0.297137, 0.330938]
Confidence interval of total order Y|X3 = [0.235164, 0.251863]
First order indices distribution = class=Normal name=Normal dimension=3 mean=class=Point name=Unnamed dimension=3 values=[0.314037,0.443849,0.00146106] sigma=class=Point name=Unnamed dimension=3 values=[0.00862288,0.00795156,0.0135519] correlationMatrix=class=CorrelationMatrix dimension=3 implementation=class=MatrixImplementation name=Unnamed rows=3 columns=3 values=[1,0,0,0,1,0,0,0,1]
Total order indices distribution = class=Normal name=Normal dimension=3 mean=class=Point name=Unnamed dimension=3 values=[0.557521,0.443567,0.243514] sigma=class=Point name=Unnamed dimension=3 values=[0.0124994,0.00765753,0.00426019] correlationMatrix=class=CorrelationMatrix dimension=3 implementation=class=MatrixImplementation name=Unnamed rows=3 columns=3 values=[1,0,0,0,1,0,0,0,1]
|
