Package: mgee2 0.6

mgee2: Marginal Analysis of Misclassified Longitudinal Ordinal Data

Three estimating equation methods are provided in this package for marginal analysis of longitudinal ordinal data with misclassified responses and covariates. The naive analysis which is solely based on the observed data without adjustment may lead to bias. The corrected generalized estimating equations (GEE2) method which is unbiased requires the misclassification parameters to be known beforehand. The corrected generalized estimating equations (GEE2) with validation subsample method estimates the misclassification parameters based on a given validation set. This package is an implementation of Chen (2013) <doi:10.1002/bimj.201200195>.

Authors:Yuliang Xu [aut, cre], Zhijian Chen [aut], Shuo Shuo Liu [aut], Grace Yi [aut]

mgee2_0.6.tar.gz
mgee2_0.6.zip(r-4.7-x86_64)mgee2_0.6.zip(r-4.6-x86_64)mgee2_0.6.zip(r-4.5-x86_64)
mgee2_0.6.tgz(r-4.6-x86_64)mgee2_0.6.tgz(r-4.6-arm64)mgee2_0.6.tgz(r-4.5-x86_64)mgee2_0.6.tgz(r-4.5-arm64)
mgee2_0.6.tar.gz(r-4.7-arm64)mgee2_0.6.tar.gz(r-4.7-x86_64)mgee2_0.6.tar.gz(r-4.6-arm64)mgee2_0.6.tar.gz(r-4.6-x86_64)
mgee2_0.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION
card.svg |card.png
mgee2/json (API)

# Install 'mgee2' in R:
install.packages('mgee2', repos = c('https://yuliangxu.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • heart - Heart: preprocessed Framingham Heart Study Teaching data
  • obs1 - Obs1: simulated observed data

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 3 scripts 567 downloads 4 exports 18 dependencies

Last updated from:9b517bb903. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK134
linux-devel-x86_64OK241
source / vignettesOK239
linux-release-arm64OK142
linux-release-x86_64OK132
macos-release-arm64OK135
macos-release-x86_64OK280
macos-oldrel-arm64OK168
macos-oldrel-x86_64OK413
windows-develOK89
windows-releaseOK145
windows-oldrelOK107
wasm-releaseOK113

Exports:mgee2kmgee2vordGEE2plot_model

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleMASSR6RColorBrewerrlangS7scalesvctrsviridisLitewithr