Marginal Bayesian Semiparametric Modeling of Mismeasured Multivariate Interval-Censored Data
误分类多变量区间删失数据的边际贝叶斯半参数建模
Motivated by data gathered in an oral health study, we propose a Bayesian nonparametric approach for population-averaged modeling of correlated time-to-event data, when the responses can only be determined to lie in an interval obtained from a sequence of examination times and the determination of the occurrence of the event is subject to misclassification. The joint model for the true, unobserved time-to-event data is defined semiparametrically; proportional hazards,…