Marginal Models: Introduction and Overview

2018 ◽  
pp. 341-352
Keyword(s):  
Marginal Models

scholarly journals Comment: Are Marginal Models Needed?

2013 ◽  
Vol 43 (1) ◽  
pp. 114-119 ◽  
Author(s):  
Nanny Wermuth
Keyword(s):  
Marginal Models

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

2020 ◽  
Vol 33 (5) ◽  
pp. e100263
Author(s):  
Elsa Vazquez Arreola ◽  
Jeffrey R Wilson ◽  
Ding-Geng Chen
Keyword(s):  
Data Collection ◽  
Repeated Measures ◽  
Correlated Data ◽  
Time Dependent ◽  
Methodological Development ◽  
Marginal Models ◽  
Feedback Effects ◽  
The Hierarchical Structure ◽  
The Subject ◽  
Time Dependent Covariates

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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