CD4 and AIDS: Tsiatis and Davidian [6] proposed a two-stage joint model in application to longitudinal CD4 count data as surrogate marker to HIV/AIDS survival whereby a repeated measures random components model is considered in the first stage for the longitudinal CD4 count data while a Cox model is employed in the second stage for estimating the parameters.