Results based on 100 successful fits out of 100 data sets.Checking dependence parameters:
Estimated common pairwise correlation:     0.2993
True common pairwise correlation:          0.3000
Estimated inverse scale parameter:         1.0104
True inverse scale parameter:              1.0000

Checking parameter values:
Observed:            [   1.999    0.198    0.200   -0.100   -0.200]
Expected:            [   2.000    0.200    0.200   -0.100   -0.200]
Absolute difference: [  -0.001   -0.002   -0.000    0.000    0.000]
Relative difference: [  -0.000   -0.009   -0.000   -0.004   -0.002]

Checking standard errors
Observed:            [   0.007    0.006    0.006    0.006    0.006]
Expected:            [   0.007    0.006    0.006    0.006    0.006]
Absolute difference: [   0.000    0.000    0.000    0.000   -0.000]
Relative difference: [   0.046    0.050    0.077    0.042   -0.007]

Checking constrained estimation:
Left hand side:
[[   0.000    1.000   -1.000    0.000    0.000]]
Right hand side:
[   0.000]
Observed p-values   Expected Null p-values
               0.127                0.100
               0.206                0.200
               0.250                0.300
               0.329                0.400
               0.403                0.500
               0.484                0.600
               0.565                0.700
               0.645                0.800
               0.832                0.900
================================================================================

Results based on 98 successful fits out of 100 data sets.Checking dependence parameters:
Estimated inverse scale parameter:         1.9792
True inverse scale parameter:              2.0000

Checking parameter values:
Observed:            [   2.001    0.198    0.199   -0.100   -0.199]
Expected:            [   2.000    0.200    0.200   -0.100   -0.200]
Absolute difference: [   0.001   -0.002   -0.001    0.000    0.001]
Relative difference: [   0.000   -0.010   -0.007   -0.004   -0.004]

Checking standard errors
Observed:            [   0.007    0.014    0.016    0.016    0.014]
Expected:            [   0.007    0.014    0.014    0.013    0.013]
Absolute difference: [   0.000    0.001    0.002    0.002    0.001]
Relative difference: [   0.010    0.057    0.150    0.185    0.043]

Checking constrained estimation:
Left hand side:
[[   0.000    1.000   -1.000    0.000    0.000]]
Right hand side:
[   0.000]
Observed p-values   Expected Null p-values
               0.096                0.100
               0.147                0.200
               0.241                0.300
               0.281                0.400
               0.459                0.500
               0.530                0.600
               0.649                0.700
               0.849                0.800
               0.879                0.900
================================================================================
