Package: geepack 1.3.12

geepack: Generalized Estimating Equation Package

Generalized estimating equations solver for parameters in mean, scale, and correlation structures, through mean link, scale link, and correlation link. Can also handle clustered categorical responses. See e.g. Halekoh and Højsgaard, (2005, <doi:10.18637/jss.v015.i02>), for details.

Authors:Søren Højsgaard [aut, cre, cph], Ulrich Halekoh [aut, cph], Jun Yan [aut, cph], Claus Thorn Ekstrøm [ctb]

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geepack.pdf |geepack.html✨
geepack/json (API)
NEWS

# Install 'geepack' in R:

install.packages('geepack', repos = c('https://hojsgaard.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hojsgaard/geepack/issues

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

dietox - Growth curves of pigs in a 3x3 factorial experiment
koch - Ordinal Data from Koch
muscatine - Data on Obesity from the Muscatine Coronary Risk Factor Study.
ohio - Ohio Children Wheeze Status
respdis - Clustered Ordinal Respiratory Disorder
respiratory - Data from a clinical trial comparing two treatments for a respiratory illness
seizure - Epiliptic Seizures
sitka89 - Growth of Sitka Spruce Trees
spruce - Log-size of 79 Sitka spruce trees

On CRAN:

12 exports 1 stars 7.09 score 24 dependencies 44 dependents 255 mentions 1.4k scripts 16.1k downloads

Last updated 1 months agofrom:52053c064c. Checks:OK: 9. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 12 2024
R-4.5-win-x86_64	OK	Sep 12 2024
R-4.5-linux-x86_64	OK	Sep 12 2024
R-4.4-win-x86_64	OK	Sep 12 2024
R-4.4-mac-aarch64	OK	Aug 03 2024
R-4.4-mac-x86_64	OK	Aug 03 2024
R-4.3-win-x86_64	OK	Sep 12 2024
R-4.3-mac-aarch64	OK	Aug 03 2024
R-4.3-mac-x86_64	OK	Aug 03 2024

Exports:%>%compCoef fixed2Zcor geeglm geese geese.control geese.fit genZcor ordgee QIC relRisk tidy

Dependencies:backports broom cli cpp11 dplyr fansi generics glue lifecycle magrittr MASS pillar pkgconfig purrr R6 rlang stringi stringr tibble tidyr tidyselect utf8 vctrs withr

Users guide to geepack

Rendered fromgeepack-manual.Rnwusingutils::Sweaveon Sep 12 2024.

Last update: 2022-09-29
Started: 2017-02-18

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Compare Regression Coefficiente between Nested Models	compCoef
Growth curves of pigs in a 3x3 factorial experiment	dietox
Construct zcor vector	fixed2Zcor
Fit Generalized Estimating Equations (GEE)	geeglm
Function to fit a Generalized Estimating Equation Model	geese geese.fit print.geese print.summary.geese summary.geese
Auxiliary for Controlling GEE Fitting	geese.control
genZcor	genZcor humbelbee
Ordinal Data from Koch	koch
Data on Obesity from the Muscatine Coronary Risk Factor Study.	muscatine
Ohio Children Wheeze Status	ohio
GEE for Clustered Ordinal Responses	ordgee
Quasi Information Criterion	QIC QIC.geeglm QIC.geekin QIC.ordgee
Fit a Relative Risk Model for Binary data with Log Link	relRisk
Clustered Ordinal Respiratory Disorder	respdis
Data from a clinical trial comparing two treatments for a respiratory illness	respiratory respiratoryWide
Epiliptic Seizures	seizure
Growth of Sitka Spruce Trees	sitka89
Log-size of 79 Sitka spruce trees	spruce