YuqiTian35/cpmgee: CPMs for Clustered Continuous Response Variables Based on GEE methods

We extend a widely used ordinal regression model, the cumulative probability model (CPM), to fit clustered continuous response variables based on generalized estimating equation (GEE) methods for ordinal responses. With our approaches, estimates of marginal parameters, cumulative distribution functions (CDFs), expectations, and quantiles conditional on covariates can be obtained without pre-transformation of the potentially skewed continuous response data.

Getting started

Package details

AuthorYuqi Tian [aut, cre]
MaintainerChun Li <cli77199@usc.edu>
LicenseGPL (>= 2)
Version0.0.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("YuqiTian35/cpmgee")
YuqiTian35/cpmgee documentation built on Aug. 6, 2023, 4:30 a.m.