Modeling continuous longitudinal data using Generalized Estimating Equations (GEE) in RStudio

  Рет қаралды 2,842

Mike Crowson

Mike Crowson

Күн бұрын

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: journals.sagep...
journals.sagep...
A copy of the .csv file (data) used in the video presentation can be downloaded here:
drive.google.c...
A copy of the pdf/RMarkdown file referenced in the video can be downloaded here:
drive.google.c...
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: drive.google.c...
The data for example 2 can also be accessed here: drive.google.c...
Demo using Stata: • Modeling continuous lo...

Пікірлер: 7
@giselagiardino5393
@giselagiardino5393 17 күн бұрын
Thank you, Mike. And how is the model validation done? Is it as usual with the plot function? Thanks
@MrJ691
@MrJ691 5 ай бұрын
You dont have this in SAS by any chance do you?
@mikecrowson2462
@mikecrowson2462 5 ай бұрын
Unfortunately no. Best wishes!
@BabraKayango
@BabraKayango 5 ай бұрын
It has really helped me
@BabraKayango
@BabraKayango 5 ай бұрын
Thank you sir
@andinetabera1555
@andinetabera1555 9 ай бұрын
Do you have similar video for stata?
@mikecrowson2462
@mikecrowson2462 9 ай бұрын
I actually had just finished filming this when I saw your message. Here's the link: kzbin.info/www/bejne/aqe0l6h_h66Unrs
How do Cats Eat Watermelon? 🍉
00:21
One More
Рет қаралды 11 МЛН
Остановили аттракцион из-за дочки!
00:42
Victoria Portfolio
Рет қаралды 3,9 МЛН
Как мы играем в игры 😂
00:20
МЯТНАЯ ФАНТА
Рет қаралды 3,3 МЛН
Minecraft Creeper Family is back! #minecraft #funny #memes
00:26
Analysis of panel data in R using Generalized Estimating Equations
10:42
ECON E371 Recorded Lecture 9/26
1:06:47
Professor Lantis
Рет қаралды 43
20 Generalized Estimating Equations Using geepack
16:01
Statistics Ninja
Рет қаралды 265
Generalized Estimating Equations (GEEs)
28:06
Scott Mcclintock
Рет қаралды 13 М.
GLM - 13 - GEE (Generalized Estimating Equations)
24:50
Meerkat Statistics
Рет қаралды 18 М.
An introduction to joint modelling of longitudinal and survival data
36:52
How do Cats Eat Watermelon? 🍉
00:21
One More
Рет қаралды 11 МЛН