CRAN/E | CRTgeeDR

CRTgeeDR

Doubly Robust Inverse Probability Weighted Augmented GEE Estimator

Installation

About

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).

Key Metrics

Version 2.0.1
R ≥ 2.10
Published 2022-09-06 592 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks CRTgeeDR results

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Maintainer

Maintainer

Melanie Prague

mprague@hsph.harvard.edu

Authors

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 modfied and references in multiple R files)

Nick Henderson

ctb

(Author of R package geeM, which has been modfied and references in multiple R files)

Material

Reference manual
Package source

In Views

MissingData

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CRTgeeDR archive

Depends

R ≥ 2.10
Matrix
MASS
ggplot2
grDevices
graphics
stats
methods

Reverse Imports

wgeesel