Joint Models for Mixed Types of Longitudinal and Survival Data

来源 :上海交通大学 | 被引量 : 0次 | 上传用户：yxjisg

【摘要】

：

Joint models for longitudinal and survival data have received much attention in recent years.Here we consider joint models for HIV vaccine studies.In these studies,joint models are complicated by the

【作者】

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Lang Wu

【机构】

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Department of Statistics,University of British Columbia 2207 Main Mall,Vancouver,BC V6T 1Z4,Canada

【出处】

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上海交通大学

【发表日期】

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2016年4期

【关键词】

：

censoring HIV vaccine joint models longitudinal data survival data

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　　Joint models for longitudinal and survival data have received much attention in recent years.Here we consider joint models for HIV vaccine studies.In these studies,joint models are complicated by the following issues:(ⅰ)the longitudinal data may be of mixed types,such as binary and continuous data,and different types of data may be associated;(ⅱ)some longitudinal data may be left censored due to lower limit of quantifications; and(ⅲ)the longitudinal data may be measured with errors and may have missing values.

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Joint Models for Mixed Types of Longitudinal and Survival Data

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