CRTgeeDR: Doubly Robust Inverse Probability Weighted Augmented GEE Estimator
Version 1.2

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).

Browse man pages Browse package API and functions Browse package files

AuthorMelanie 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 publication2016-04-07 07:45:10
MaintainerMelanie Prague <mprague@hsph.harvard.edu>
LicenseGPL (>= 2)
Version1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("CRTgeeDR")

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.

Functions

CRTgeeDR Man page
CRTgeeDR-package Man page
buildAlphaInvAR Source code
checkFixedMat Source code
checkUserMat Source code
cleandata Source code
cluster.size Source code
cormax.ar1 Source code
cormax.exch Source code
cormax.ind Source code
data.sim Man page
fitted Man page
fitted.CRTgeeDR Man page Source code
funcoptvarnuisanceOM Source code
funcoptvarnuisanceOMPS Source code
funcoptvarnuisancePS Source code
geeDREstimation Man page Source code
getAlphaInvAR Source code
getAlphaInvEX Source code
getAlphaInvFixed Source code
getAlphaInvMDEP Source code
getAlphaInvUnstruc Source code
getAlphaInvUser Source code
getBlockDiag Source code
getCI Man page Source code
getFay Source code
getOMPlot Man page Source code
getPSPlot Man page Source code
getSandwich Source code
getSandwichNuisance Source code
getUserStructure Source code
getfam Source code
grad Source code
grad.default Source code
hessianCommunity Source code
jacobian Source code
jacobian.default Source code
predict Man page
predict.CRTgeeDR Man page Source code
print Man page
print.CRTgeeDR Man page Source code
print.summary Man page
print.summary.CRTgeeDR Man page Source code
summary Man page
summary.CRTgeeDR Man page Source code
updateAlphaAR Source code
updateAlphaEX Source code
updateAlphaMDEP Source code
updateAlphaUnstruc Source code
updateAlphaUser Source code
updateBeta Source code
updatePhi Source code
vec Source code

Files

NAMESPACE
data
data/data.sim.txt
R
R/userstruct.R
R/numDeriv.R
R/updatebeta.R
R/updatematrices.R
R/getSandwichNuisance.R
R/utility.R
R/print.R
R/updatephi.R
R/CRTgeeDR-main.R
R/updatealpha.R
R/getFay.R
R/getSandwich.R
MD5
DESCRIPTION
man
man/getOMPlot.Rd
man/geeDREstimation.Rd
man/summary.CRTgeeDR.Rd
man/data.sim.Rd
man/print.CRTgeeDR.Rd
man/fitted.CRTgeeDR.Rd
man/getPSPlot.Rd
man/print.summary.CRTgeeDR.Rd
man/CRTgeeDR.Rd
man/predict.CRTgeeDR.Rd
man/getCI.Rd
CRTgeeDR documentation built on May 19, 2017, 9:20 a.m.