Package: drgee 1.1.10
Johan Zetterqvist
drgee: Doubly Robust Generalized Estimating Equations
Fit restricted mean models for the conditional association between an exposure and an outcome, given covariates. Three methods are implemented: O-estimation, where a nuisance model for the association between the covariates and the outcome is used; E-estimation where a nuisance model for the association between the covariates and the exposure is used, and doubly robust (DR) estimation where both nuisance models are used. In DR-estimation, the estimates will be consistent when at least one of the nuisance models is correctly specified, not necessarily both. For more information, see Zetterqvist and Sjölander (2015) <doi:10.1515/em-2014-0021>.
Authors:
drgee_1.1.10.tar.gz
drgee_1.1.10.tar.gz(r-4.5-noble)drgee_1.1.10.tar.gz(r-4.4-noble)
drgee_1.1.10.tgz(r-4.4-emscripten)drgee_1.1.10.tgz(r-4.3-emscripten)
drgee.pdf |drgee.html✨
drgee/json (API)
NEWS
| # Install 'drgee' in R: |
| install.packages('drgee', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:2f506cabe8. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 26 2024 |
| R-4.5-linux-x86_64 | NOTE | Dec 26 2024 |
Exports:centerXcoef.drgeecoef.geedrgeedrgeeDatafindRootsgeegetScoreResidualsFromClogitnaiveVcovnaiveVcov.geeprint.drgeeprint.geeprint.summary.drgeeprint.summary.drgeeDataprint.summary.geerobustVcovrobVcovsummary.drgeesummary.drgeeDatasummary.geevcov.drgeevcov.gee
Dependencies:data.tablelatticeMatrixnleqslvRcppRcppArmadillosurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Doubly Robust Generalized Estimating Equations | drgee-package |
| Cluster-center a design matrix around cluster means | centerX |
| Doubly Robust Generalized Estimating Equations | clusterRobustVcov.drgee coef.drgee drgee print.drgee print.summary.drgee summary.drgee vcov.drgee |
| Extracting Variables and Model Matrices for Generalized Estimating equations | drgeeData print.summary.drgeeData summary.drgeeData |
| Non Linear Equation System Solving | findRoots |
| Generalized Estimating Equations | clusterRobustVcov.gee coef.gee gee naiveVcov.gee print.gee print.summary.gee summary.gee vcov.gee |
| Get the (conditional) score residuals from conditional logistic regression | getScoreResidualsFromClogit |
| Robust Variance Calculation | naiveVcov robustVcov robVcov |
