Modeling continuous longitudinal data using Generalized Estimating Equations (GEE) in RStudio
Автор: Mike Crowson
Загружено: 2023-12-11
Просмотров: 4998
The purpose of this video is to demonstrate how to carry out an analysis of panel data (i.e., a cross-section of cases with repeated observations) using generalized estimating equations (GEE) in RStudio. The example pivots off an article by Cui (2007), which can be accessed here: https://journals.sagepub.com/doi/10.1...
https://journals.sagepub.com/doi/pdf/...
A copy of the .csv file (data) used in the video presentation can be downloaded here:
https://drive.google.com/file/d/1Bky0...
A copy of the pdf/RMarkdown file referenced in the video can be downloaded here:
https://drive.google.com/file/d/1blZ9...
Supplemental materials and files (in case you wish to go further) are provided below:
An RMarkdown file for Cui (2007) example 2 where the outcome is a BINARY variable can be accessed here: https://drive.google.com/file/d/1auSK...
The data for example 2 can also be accessed here: https://drive.google.com/file/d/1Kjb0...
Demo using Stata: • Modeling continuous longitudinal data usin...
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