CRTgeeDR: Doubly Robust Inverse Probability Weighted Augmented GEE Estimator

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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).

Author
Melanie Prague [aut, cre], Paul Gilbert [ctb] (Author of R package numDeriv, which has been acknowledged in numDeriv.R), Ravi Varadhan [ctb] (Author of R package numDeriv, which has been acknowledged in numDeriv.R), Ming Wang [ctb] (Author of R package geesmv, which has been acknowledged in getFay.R), Lee McDaniel [ctb] (Author of R package geeM, which has been modified and referenced in multiple R files), Nick Henderson [ctb] (Author of R package geeM, which has been modified and referenced in multiple R files)
Date of publication
2016-04-07 07:45:10
Maintainer
Melanie Prague <mprague@hsph.harvard.edu>
License
GPL (>= 2)
Version
1.2

View on CRAN

Man pages

CRTgeeDR
Doubly Robust Inverse Probability Weighted Augmented GEE...
data.sim
The data.sim Dataset.
fitted.CRTgeeDR
Fit CRTgeeDR object.
geeDREstimation
Doubly Robust Inverse Probability Weighted Augmented GEE...
getCI
Get Mean, Sd and CI for estimates from CRTgeeDR object.
getOMPlot
Get the observed vs fitted residuals
getPSPlot
Get the histogram of weights for IPW and adequation for the...
predict.CRTgeeDR
Predict CRTgeeDR object.
print.CRTgeeDR
Prints CRTgeeDR object.
print.summary.CRTgeeDR
Print the summarizing CRTgeeDR object.
summary.CRTgeeDR
Summarizing CRTgeeDR object.

Files in this package

CRTgeeDR
CRTgeeDR/NAMESPACE
CRTgeeDR/data
CRTgeeDR/data/data.sim.txt
CRTgeeDR/R
CRTgeeDR/R/userstruct.R
CRTgeeDR/R/numDeriv.R
CRTgeeDR/R/updatebeta.R
CRTgeeDR/R/updatematrices.R
CRTgeeDR/R/getSandwichNuisance.R
CRTgeeDR/R/utility.R
CRTgeeDR/R/print.R
CRTgeeDR/R/updatephi.R
CRTgeeDR/R/CRTgeeDR-main.R
CRTgeeDR/R/updatealpha.R
CRTgeeDR/R/getFay.R
CRTgeeDR/R/getSandwich.R
CRTgeeDR/MD5
CRTgeeDR/DESCRIPTION
CRTgeeDR/man
CRTgeeDR/man/getOMPlot.Rd
CRTgeeDR/man/geeDREstimation.Rd
CRTgeeDR/man/summary.CRTgeeDR.Rd
CRTgeeDR/man/data.sim.Rd
CRTgeeDR/man/print.CRTgeeDR.Rd
CRTgeeDR/man/fitted.CRTgeeDR.Rd
CRTgeeDR/man/getPSPlot.Rd
CRTgeeDR/man/print.summary.CRTgeeDR.Rd
CRTgeeDR/man/CRTgeeDR.Rd
CRTgeeDR/man/predict.CRTgeeDR.Rd
CRTgeeDR/man/getCI.Rd