SEM

[SudeepNeupane]

What proc should I use for a binary categorical outcome with all categorical predictors collected ten times?

I figured we could get outputs using any SEM procs; however, I am scared I would violate the statistical assumptions.

[ballardw]

What is/are the research question(s) asked about the data?

There are multiple procedures but without knowing what kind of question needs to be answered it is hard to make a suggestion.

When you say "collected ten times" are the "times" independent of each other or related?

[SudeepNeupane]

The data looks at the development of a disorder (binary outcome variable) over time mediated by some socio-ecological factors.

I meant to say we have the data of the same sample collected at ten different time points. Times are independent of each other.

[PaigeMiller]

I don't see where you answered this question:

What is/are the research question(s) asked about the data?

[SteveDenham]

If you want marginal estimates, try PROC GENMOD.  If you want conditional estimates, try PROC GLIMMIX.  If you know the structural equations/path model, try PROC CALIS.  All of these handle repeated measures of a binary response.  Selecting which to use depends very much on what @ballardw  and @PaigeMiller  are asking for - a concise, but complete, statement of the research question.

SteveDenham