Following Guo and Carlin,30 we included, in addition to the longitudinal CD4 counts and the patients’ drug group, also three other binary fixed covariates in our analysis: gender, PrevOI (previous opportunistic infection—AIDS diagnosis—at study entry), and stratum (whether the patient experienced AZT failure or AZT intolerance). Here, CD4 is linked to AIDS.