Doubly Robust Inverse Probability Weighted Augmented GEE Estimator
Doubly Robust Inverse Probability Weighted Augmented GEE estimator
The data.sim Dataset.
Fit CRTgeeDR object.
Doubly Robust Inverse Probability Weighted Augmented GEE Estimator
Get Mean, Sd and CI for estimates from CRTgeeDR object.
Get the observed vs fitted residuals
Get the histogram of weights for IPW and adequation for the glm weight...
Predict CRTgeeDR object.
Prints CRTgeeDR object.
Print the summarizing CRTgeeDR object.
Summarizing CRTgeeDR object.
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).