In our motivating example from the epidemiology of HIV infection, EHR longitudinal data from the Athens Multicenter AIDS Cohort Study (AMACS) are available, with special focus on the number of CD4 cells, an immunological marker of HIV disease progression. The gene discussed is CD4; the disease is AIDS.