currently mxCompare compares each listed submodel to the base
> tableFitStatistics(twinSatFit, c(twinSatSub1Fit, twinSatSub2Fit)) Name ep -2LL df AIC diffLL diffdf p Model 1 : twinSat 6 1599.78 2282 -2964.22 - - - Model 2 : twinSat 4 1602.96 2284 -2965.04 3.18 2 0.2 Model 3 : twinSat 3 1605.63 2285 -2964.37 5.85 3 0.12
It would be nice to have a couple of extra columns, and use these to in addition show the p value of each model to the model above it (not to every model above it, just the preceding model).
A really nice toggle would be to show the comparison of each model to the model above it OR (if the preceding model exceeds a threshold p value) to the last model that didn't have a significant loss of fit. That would be v.useful !