Other packages > Find by keyword >

geeCRT  

Bias-Corrected GEE for Cluster Randomized Trials
View on CRAN: Click here


Download and install geeCRT package within the R console
Install from CRAN:
install.packages("geeCRT")

Install from Github:
library("remotes")
install_github("cran/geeCRT")

Install by package version:
library("remotes")
install_version("geeCRT", "1.1.5")



Attach the package and use:
library("geeCRT")
Maintained by
Hengshi Yu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-11
Latest Update: 2025-06-23
Description:
Population-averaged models have been increasingly used in the design and analysis of cluster randomized trials (CRTs). To facilitate the applications of population-averaged models in CRTs, the package implements the generalized estimating equations (GEE) and matrix-adjusted estimating equations (MAEE) approaches to jointly estimate the marginal mean models correlation models both for general CRTs and stepped wedge CRTs. Despite the general GEE/MAEE approach, the package also implements a fast cluster-period GEE method by Li et al. (2022) specifically for stepped wedge CRTs with large and variable cluster-period sizes and gives a simple and efficient estimating equations approach based on the cluster-period means to estimate the intervention effects as well as correlation parameters. In addition, the package also provides functions for generating correlated binary data with specific mean vector and correlation matrix based on the multivariate probit method in Emrich and Piedmonte (1991) or the conditional linear family method in Qaqish (2003) .
How to cite:
Hengshi Yu (2020). geeCRT: Bias-Corrected GEE for Cluster Randomized Trials. R package version 1.1.5, https://cran.r-project.org/web/packages/geeCRT. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:41), 0.0.1 (2020-11-11 16:50), 0.1.0 (2021-04-15 09:10), 0.1.1 (2021-10-10 06:10), 1.1.0 (2023-03-08 09:50), 1.1.1 (2023-09-17 02:10), 1.1.2 (2023-10-23 05:40), 1.1.3 (2024-02-19 07:40), 1.1.4 (2025-06-23 11:10)
Other packages that cited geeCRT R package
View geeCRT citation profile
Other R packages that geeCRT depends, imports, suggests or enhances
Complete documentation for geeCRT
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

usemodels  
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
Download / Learn more Package Citations See dependency  
exams2learnr  
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
Download / Learn more Package Citations See dependency  
spanish  
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency  
SGB  
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA