Package: tern.gee 0.1.5.9003
tern.gee: Tables and Graphs for Generalized Estimating Equations (GEE) Model Fits
Generalized estimating equations (GEE) are a popular choice for analyzing longitudinal binary outcomes. This package provides an interface for fitting GEE, currently for logistic regression, within the 'tern' <https://cran.r-project.org/package=tern> framework (Zhu, Sabanés Bové et al., 2023) and tabulate results easily using 'rtables' <https://cran.r-project.org/package=rtables> (Becker, Waddell et al., 2023). It builds on 'geepack' <doi:10.18637/jss.v015.i02> (Højsgaard, Halekoh and Yan, 2006) for the actual GEE model fitting.
Authors:
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tern.gee.pdf |tern.gee.html✨
tern.gee/json (API)
NEWS
# Install 'tern.gee' in R: |
install.packages('tern.gee', repos = c('https://pharmaverse.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/insightsengineering/tern.gee/issues
- fev_data - Example dataset for 'tern.gee' package.
Last updated 1 months agofrom:a6a31c7eb3. Checks:OK: 7. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 17 2024 |
R-4.5-win | OK | Oct 17 2024 |
R-4.5-linux | OK | Oct 17 2024 |
R-4.4-win | OK | Oct 17 2024 |
R-4.4-mac | OK | Oct 17 2024 |
R-4.3-win | OK | Oct 17 2024 |
R-4.3-mac | OK | Oct 17 2024 |
Exports:a_lsmeans_logisticas.rtablefit_geelsmeanss_lsmeans_logisticsummarize_gee_logisticvars_gee
Dependencies:abindbackportsbase64encbitbit64bootbroomcarcarDatacheckmateclicliprcodetoolscolorspacecowplotcpp11crayonDerivdigestdoBydplyremmeansestimabilityevaluatefansifarverfastmapforcatsforeachformattersFormulageeasygeeMgeepackgenericsggformulaggplot2ggridgesglmnetgluegridExtragtablehavenhighrhmshtmltoolsisobanditeratorskinship2knitrlabelinglabelledlatticelifecyclelme4magrittrMASSMatrixMatrixModelsMESSmgcvmicrobenchmarkminqamodelrmosaicCoremunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigprettyunitsprogresspurrrquadprogquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrrlangrtablesscalesshapeSparseMstringistringrsurvivalterntibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithrxfunyaml
Readme and manuals
Help Manual
Help page | Topics |
---|---|
'tern.gee' Package | tern.gee-package tern.gee |
Example dataset for 'tern.gee' package. | fev_data |
Fit a GEE Model | fit_gee |
Methods for GEE Models | gee_methods QIC.tern_gee VarCorr.tern_gee |
Extract Least Square Means from a GEE Model | lsmeans lsmeans.tern_gee_logistic |
Tabulation of a GEE Model | as.rtable.tern_gee a_lsmeans_logistic summarize_gee_logistic s_lsmeans_logistic tabulate_gee |
Set Variables to Use in GEE Model | vars_gee |