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Joint Modeling of Longitudinal and Survival Data with Missing and Left-Censored Time-Varying Covariates

We propose a joint model for longitudinal and survival data with time-varying covariates subject to detection limits and intermittent missingness at random (MAR). The model is motivated by data from the Multicenter AIDS Cohort Study (MACS), in which HIV+ subjects have viral load and CD4 cell count m...

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Bibliografiske detaljer
Main Authors: Chen, Qingxia, May, Ryan C., Ibrahim, Joseph G., Chu, Haitao, Cole, Stephen R.
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4189992/
https://ncbi.nlm.nih.gov/pubmed/24947785
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6242
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