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Although many modeling approaches have been developed to jointly analyze longitudinal biomarkers and a time‐to‐event outcome, most of these methods can only handle one or a few biomarkers. In this article, we propose a novel joint latent class model to deal with high dimensional longitudinal biomarkers. Our model has three components: a class membership model, a survival submodel, and a longitudinal...
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