Browsing by Author "Lesaffre, Emmanuel"
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- ItemBAYESIAN SEMIPARAMETRIC INFERENCE FOR MULTIVARIATE DOUBLY-INTERVAL-CENSORED DATA(INST MATHEMATICAL STATISTICS, 2010) Jara, Alejandro; Lesaffre, Emmanuel; De Iorio, Maria; Quintana, FernandoBased on a data set obtained in a dental longitudinal study, conducted in Flanders (Belgium), the joint time to caries distribution of permanent first molars was modeled as a function of covariates. This involves an analysis of multivariate continuous doubly-interval-censored data since: (i) the emergence time of a tooth and the time it experiences caries were recorded yearly, and (ii) events on teeth of the same child are dependent. To model the joint distribution of the emergence times and the times to caries, we propose a dependent Bayesian semiparametric model. A major feature of the proposed approach is that survival curves can be estimated without imposing assumptions such as proportional hazards, additive hazards, proportional odds or accelerated failure time.
- ItemDealing with misclassification and missing data when estimating prevalence and incidence of caries experience(2012) Mutsvari, Timothy; García Zattera, María José; Declerck, Dominique; Lesaffre, Emmanuel
- ItemModeling of Multivariate Monotone Disease Processes in the Presence of Misclassification(AMER STATISTICAL ASSOC, 2012) García Zattera, María José; Jara, Alejandro; Lesaffre, Emmanuel; Marshall Rivera, Guillermo