Analysing cluster randomised controlled trials using GLMM, GEE1, GEE2, and QIF: results from four case studies

Analysing cluster randomised controlled trials using GLMM, GEE1, GEE2, and QIF: results from four case studies

Abstract Background Using four case studies, we aim to provide practical guidance and recommendations for the analysis of cluster randomised controlled trials. Methods Four modelling approaches (Generalized Linear Mixed Models with parameters estimated by maximum likelihood/restricted maximum likeli...

Full description

Bibliographic Details
Main Authors: Bright C. Offorha, Stephen J. Walters, Richard M. Jacques
Format: Article
Language:English
Published: BMC 2023-12-01
Series:BMC Medical Research Methodology
Subjects:
Cluster randomised controlled trial
Statistical models
SAS
Intracluster correlation coefficient
Statistical methods
Online Access:https://doi.org/10.1186/s12874-023-02107-z

Internet

https://doi.org/10.1186/s12874-023-02107-z

Similar Items