Document 0308 DOCN M9550308 TI The effect of covariates on the induction time of AIDS using improved imputation of exact seroconversion times. DT 9505 AU Gauvreau K; Degruttola V; Pagano M; Bellocco R; Harvard School of Public Health, Department of Biostatistics,; Boston, Massachusetts 02115. SO Stat Med. 1994 Oct 15-30;13(19-20):2021-30. Unique Identifier : AIDSLINE MED/95148999 AB This paper explores the effects of covariates such as age, gender, chronological time of seroconversion, and mode of virus transmission on the interval between HIV seroconversion and the development of AIDS. For many cohorts which are available to provide information about such effects, both the time of seroconversion and the time of onset of AIDS may be right- or interval-censored. To analyse these doubly-censored data, we propose a method in which we first estimate the marginal distribution of the chronological time of seroconversion and use this distribution to impute the seroconversion time for each subject. Subsequently, we estimate the distribution of induction times conditional on the seroconversion distribution. We apply this technique to a cohort of HIV seropositive subjects recruited from various outpatient facilities throughout Italy and show that age at seroconversion has the greatest effect on induction time. DE Acquired Immunodeficiency Syndrome/*EPIDEMIOLOGY Adult Age of Onset Cohort Studies Female Homosexuality Human HIV Infections/DIAGNOSIS/EPIDEMIOLOGY/TRANSMISSION *HIV Seropositivity/*EPIDEMIOLOGY Italy/EPIDEMIOLOGY Likelihood Functions Male *Models, Biological Population Surveillance/*METHODS Sex Behavior Sex Factors Substance Abuse, Intravenous Support, U.S. Gov't, P.H.S. Time Factors JOURNAL ARTICLE SOURCE: National Library of Medicine. NOTICE: This material may be protected by Copyright Law (Title 17, U.S.Code).