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/10.1177/1536867X0700700205
https://journals.sagepub.com/doi/pdf/10.1177/1536867X0700700205
A copy of the .csv file (data) used in the video presentation can be downloaded here:
https://drive.google.com/file/d/1Bky02P9Ah45HcJ7NUnDpX7J0j3sFnkh_/view
A copy of the pdf/RMarkdown file referenced in the video can be downloaded here:
https://drive.google.com/file/d/1blZ9ywl93MBEwcreAeS_XyJavn6wl0Ib/view
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/1auSKPsnlZ68eMkQWWG0INHfrELFC003C/view
The data for example 2 can also be accessed here: https://drive.google.com/file/d/1Kjb0OkVxZOo5bHMAgB11zOOpLjyezzQU/view
Demo using Stata: https://youtu.be/0TbfIDSDlfE