CRTgeeDR (version 2.0.1)

Doubly Robust Inverse Probability Weighted Augmented GEE Estimator

Description

Implements a semi-parametric GEE estimator accounting for missing data with Inverse-probability weighting (IPW) and for imbalance in covariates with augmentation (AUG). The estimator IPW-AUG-GEE is Doubly robust (DR).

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Version

Install

install.packages('CRTgeeDR')

Monthly Downloads

271

Version

2.0.1

License

GPL (>= 2)

Maintainer

Melanie Prague

Last Published

September 6th, 2022

Functions in CRTgeeDR (2.0.1)

CRTgeeDR

Doubly Robust Inverse Probability Weighted Augmented GEE estimator

getPSPlot

Get the histogram of weights for IPW and adequation for the glm weights model

predict.CRTgeeDR

Predict CRTgeeDR object.

getCI

Get Mean, Sd and CI for estimates from CRTgeeDR object.

fitted.CRTgeeDR

Fit CRTgeeDR object.

geeDREstimation

Doubly Robust Inverse Probability Weighted Augmented GEE Estimator

summary.CRTgeeDR

Summarizing CRTgeeDR object.

data.sim

The data.sim Dataset.

getOMPlot

Get the observed vs fitted residuals

print.summary.CRTgeeDR

Print the summarizing CRTgeeDR object.

print.CRTgeeDR

Prints CRTgeeDR object.