Latent Variable Joint Model for Multivariate Longitudinal and Survival Data

来源 :泛华统计学会(icsa)2015年学术会议 | 被引量 : 0次 | 上传用户：xxakk3321

【摘要】

：

　　This study proposes a latent variable framework for jointly analyzing multivariate longitudinal data with time to event survival outcome.Latent variable mix

【作者】

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Depeng Jiang

【机构】

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UniversityofManitoba,Winnipeg,Canada

【出处】

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泛华统计学会(icsa)2015年学术会议

【发表日期】

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2015年7期

【关键词】

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latent variable model survival analysis multivariate longitudinal data

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　　This study proposes a latent variable framework for jointly analyzing multivariate longitudinal data with time to event survival outcome.Latent variable mixture modeling represents unobserved heterogeneity between subjects in their development using both random effects and finite mixtures.To introduce the joint multivariate longitudinal model,we begin by exploring separate mixture models for each outcome variable,respectively.

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Latent Variable Joint Model for Multivariate Longitudinal and Survival Data

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