Addressing Heteroscedasticity in Correlated Binary Data: A Bayesian Mixed Effects Location Scale Approach

Introduction: The mixed effects logistic regression model is a common model for analysing correlated binary data as longitudinal data. The between and within subject variances are typically considered to be homogeneous but longitudinal data often show heterogeneity in these variances. This study pr...

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Bibliographic Details
Main Authors: Parisa Rezanejad Asl, Farid Zayeri, Abbas hajifathali
Format: Article
Language:English
Published: Tehran University of Medical Sciences 2023-06-01
Series:Journal of Biostatistics and Epidemiology
Subjects:
Online Access:https://jbe.tums.ac.ir/index.php/jbe/article/view/1267