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 ... View more