期刊
ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 6
卷 6, 期 -, 页码 223-240出版社
ANNUAL REVIEWS
DOI: 10.1146/annurev-statistics-030718-105048
关键词
joint modeling; longitudinal; survival; dynamic predictions; association
In this review, we present an overview of joint models for longitudinal and time-to-event data. We introduce a generalized formulation for the joint model that incorporates multiple longitudinal outcomes of varying types. We focus on extensions for the parametrization of the association structure that links the longitudinal and time-to-event outcomes, estimation techniques, and dynamic predictions. We also outline the software available for the application of these models.
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