Skip to main content
. 2014 Oct 14;71(1):237–246. doi: 10.1111/biom.12246

Table 2.

Performance of the covariance diagnostic for the multivariate negative-binomial model, based upon 1000 simulations for various scenarios of Inline graphic, p, Inline graphic, and T for Inline graphic sites. EPInline graphic, EPInline graphic, and EPInline graphic are the proportion of simulations where both diagnostics are negative, one or more diagnostic is negative, or both diagnostics are positive, respectively. EPInline graphic, EPInline graphic, and EPInline graphic are the corresponding proportions of those where Inline graphic

Inline graphic p Inline graphic T EPInline graphic EPInline graphic EPInline graphic EPInline graphic EPInline graphic EPInline graphic
2 0.10 1.25 2 0.192 0.938 0.3 0.853 0.388 0.072
2 0.10 1.25 3 0.093 0.925 0.271 0.841 0.426 0.131
2 0.10 5.00 2 0.199 0.92 0.296 0.804 0.274 0.113
2 0.10 5.00 3 0.104 0.904 0.264 0.822 0.293 0.126
2 0.25 1.25 2 0.046 0.913 0.229 0.777 0.571 0.07
2 0.25 1.25 3 0.002 1 0.138 0.681 0.71 0.048
2 0.25 5.00 2 0.064 0.953 0.184 0.826 0.411 0.097
2 0.25 5.00 3 0.011 1 0.103 0.748 0.473 0.047
5 0.10 1.25 2 0.088 0.966 0.347 0.813 0.472 0.121
5 0.10 1.25 3 0.023 1 0.333 0.757 0.52 0.113
5 0.10 5.00 2 0.139 0.935 0.305 0.803 0.282 0.128
5 0.10 5.00 3 0.064 0.906 0.252 0.829 0.343 0.143
5 0.25 1.25 2 0.006 1 0.217 0.71 0.746 0.068
5 0.25 1.25 3 0 0.137 0.533 0.843 0.047
5 0.25 5.00 2 0.038 0.763 0.193 0.741 0.555 0.05
5 0.25 5.00 3 0.002 0.5 0.108 0.694 0.678 0.028
10 0.10 1.25 2 0.032 0.969 0.342 0.813 0.596 0.139
10 0.10 1.25 3 0.005 1 0.325 0.775 0.65 0.097
10 0.10 5.00 2 0.116 0.931 0.322 0.835 0.378 0.108
10 0.10 5.00 3 0.027 0.926 0.302 0.844 0.437 0.105
10 0.25 1.25 2 0 0.193 0.674 0.806 0.069
10 0.25 1.25 3 0 0.125 0.472 0.87 0.029
10 0.25 5.00 2 0.01 0.9 0.156 0.756 0.726 0.054
10 0.25 5.00 3 0.001 1 0.09 0.656 0.817 0.026