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geesmv (version 1.3)

Modified Variance Estimators for Generalized Estimating Equations

Description

Generalized estimating equations with the original sandwich variance estimator proposed by Liang and Zeger (1986), and eight types of more recent modified variance estimators for improving the finite small-sample performance.

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Version

Install

install.packages('geesmv')

Monthly Downloads

202

Version

1.3

License

GPL (>= 3)

Maintainer

Zheng Li

Last Published

October 12th, 2015

Functions in geesmv (1.3)

toenail

Toenail infection data from a multicenter study
cormax.ar1

Calculate variance estimator
mat.sqrt.inv

Calculate variance estimator
mat.sqrt

Calculate variance estimator
cormax.exch

Calculate variance estimator
geesmv-package

Modified Variance Estimators for Generalized Estimating Equations
mat.prod

Calculate variance estimator
cormax.ind

Calculate variance estimator
GEE.var.fg

A Modified GEE Variance Estimator Proposed by Fay and Graubard (2001)
GEE.var.mbn

A modified GEE Variance Estimator Proposed by Morel, Bokossa and Neerchal (2003).
seizure

Epiliptic seizure counts from the Randomized Progabide Trial
dental

A Data Set of Orthodontic Measurements on Children
GEE.var.kc

A Modified GEE Variance Estimator Proposed by Kauermann and Carroll (2001).
GEE.var.lz

GEE Sandwich Variance Estimator Proposed by Liang and Zeger (1986).
GEE.var.md

A Modified GEE Variance Estimator Proposed by Mancl and DeRouen (2001).
GEE.var.pan

A Modified GEE Variance Estimator Proposed by Pan (2001).
GEE.var.gst

A modified GEE Variance Estimator Proposed by Gosho et al.(2014)
GEE.var.mk

A Modified GEE Variance Estimator Proposed by Mackinnon (1985).
GEE.var.wl

A Modified GEE Variance Estimator Proposed by Wang and Long (2011).
cluster.size

Get Summary Information of The Data.