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. 2017 Fall;16(3):ar41. doi: 10.1187/cbe.16-12-0351

TABLE 4.

Model-selection table for the analyses without cumulative college GPA identifying the preferred modela

Initial model and terms dropped Analyses without cumulative college GPA
Outcome: total exam points earned df Deviance Residual df Residual deviance AIC
Initial model: URM status + treatment + section + gender + (URM status × section) + (treatment × section) + (URM status × treatment) + (gender × treatment) + (URM status × gender) + (section × treatment × URM status) + (gender × treatment × URM status) 1192 1,623,611 8832.1
− (Section × treatment × URM status) 5 10,616.7 1197 1,634,228 8830.1
− (Treatment × section) 5 1469.8 1202 1,635,698 8821.2
− (URM status × section) 5 5558.5 1207 1,641,256 8815.3
− (Treatment × URM status × gender) 1 751.4 1208 1,642,008 8813.9
− (URM status × gender) 1 1389.2 1209 1,643,397 8813.0
− (Treatment × gender) 1 2386.7 1210 1,645,784 8812.7
Preferred model: URM status + treatment + section + gender + (URM status × treatment)

aFor each comparison, the term subtracted from the model is listed in the first column. As this is a cumulative table, any terms above the current row were already been removed from the model before the current row was tested. Terms were removed if the AIC of the reduced model was 2 or less than the AIC value of the fuller model or if the models had equivalent AIC values (∆AIC < 2). If removing the term increased the AIC by more than 2, the term was retained in the model.