Research Article

A Focused Bayesian Information Criterion

Table 4

Logistic regression example: selected (best) model according to the focus parameter (FoBMA) compared to its BIC rank and value, the probability that the focus is not null (100()), its BMA mean (), and standard deviation (.

FocusBest model (FoBMA)-BICRankMeanSD

749.8 20 12.6 0.008 0.024
748.6 38 68.7āˆ’0.012 0.010
748.1 46 9.6 0.115 0.390
748.2 44 9.6 0.092 0.320
748.5 40 33.2 0.256 0.43
748.5 40 35.1 0.62 0.089
748.5 40 35.1 0.170 0.61
749.3 29 35.1āˆ’4.91 520
748.1 46 65.4 1.167 1
748.5 39 33.8 0.310 0.51
748.7 33 1.5āˆ’0.001 0.024