Analysis of correlated data with feedback for time-dependent covariates in psychiatry research

精神病学研究中时间依赖性协变量的相关性数据分析及反馈

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Abstract

In studies on psychiatry and neurodegenerative diseases, it is common to have data that are correlated due to the hierarchical structure in data collection or to repeated measures on the subject longitudinally. However, the feedback effect created due to time-dependent covariates in these studies is often overlooked and seldom modelled. This article reviews the methodological development of feedback effects with marginal models for longitudinal data and discusses their implementation.

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