I have a dataset with 1206 deputies from two different chambers (1998 and 2002, respectively). In addition, there are 18 parties, and some deputies are in both chambers (the ones who were reelected). I am interested in the relation between party discipline (in a scale from 0 to 100) and the probability of geting appointed as party leader (0 or 1), but I am also interested in separate estimates for each party.
A classmate told me that the following mixed effect model would be appropriate, but I don't know what to do with the correlation within subjects:
Gelman and Hill (2007) say that there is nothing wrong with having groups with few individuals (even when there is only one). But I am not sure whether I can add an intercept for the deputies or not.
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