These data are from the Terry Beirn Community Programs for Clinical Research on AIDS, which is a network of community-based (i.e. not research hospital based) physicians involved in AIDS-related research. Jim Neaton here in Biostatistics is the head of the Statistical and Data Management Center for the CPCRA. The CPCRA 010 Clinical Trial was a randomized, prospective, double-blind study comparing fluconazole vs. placebo for primary and secondary prophylaxis of mucosal candidiasis in HIV-infected women. The repeated response measurements are binary indicators for a positive vaginal culture for the candidiasis fungus. There are many baseline variables available, including age, anti- retroviral use, diagnosis of vaginal or of oral candidasis at baseline, intravenous drug use, progression of disease at baseline, race (white/non-white), treatment (fluconazole vs placebo), and clinical unit. The primary results paper, which tracked time until occurrence of the first disease event (survival analysis, not longitudinal analysis), is Annals of Internal Medicine 1997;126;689-696. NOTE: The file fungal.dat is an ascii file of the data where missing values are denoted by a period. The file fungal.s.dat is an ascii file where missing values are denoted by NA.