Dear statalist members,

I would like to model predictors of improvement in a binary variable over time. I have two models as below:

xi:melogit `out' `var' time . || hf_no:, nolog

xi:melogit `out' i.`var'*time || hf_no:, nolog

I am having trouble choosing the model that answers my question. Kindly assist. Thanks.