I’ve got multiple dependent variables, all categorical. Lots of independent variables and lots of data.
I believe sone of the dependent variables are correlated to each, want to utilize that information for best efficiency of data; similar to multivariate regression approach.
Is there a way to simultaneously predict all dependent variables with one model?
Also when predicting class probabilities, any way to get some interval of uncertainty for predicted probabilities (similar to multinom prob SE)?