geesmv: Modified Variance Estimators for Generalized Estimating Equations

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.

Author
Ming Wang <mwang@phs.psu.edu>
Date of publication
2015-10-12 20:41:42
Maintainer
Zheng Li <zheng.li@outlook.com>
License
GPL (>= 3)
Version
1.3

View on CRAN

Man pages

cluster.size
Get Summary Information of The Data.
cormax.ar1
Calculate variance estimator
cormax.exch
Calculate variance estimator
cormax.ind
Calculate variance estimator
dental
A Data Set of Orthodontic Measurements on Children
geesmv
Modified Variance Estimators for Generalized Estimating...
GEE.var.fg
A Modified GEE Variance Estimator Proposed by Fay and...
GEE.var.gst
A modified GEE Variance Estimator Proposed by Gosho et...
GEE.var.kc
A Modified GEE Variance Estimator Proposed by Kauermann and...
GEE.var.lz
GEE Sandwich Variance Estimator Proposed by Liang and Zeger...
GEE.var.mbn
A modified GEE Variance Estimator Proposed by Morel, Bokossa...
GEE.var.md
A Modified GEE Variance Estimator Proposed by Mancl and...
GEE.var.mk
A Modified GEE Variance Estimator Proposed by Mackinnon...
GEE.var.pan
A Modified GEE Variance Estimator Proposed by Pan (2001).
GEE.var.wl
A Modified GEE Variance Estimator Proposed by Wang and Long...
mat.prod
Calculate variance estimator
mat.sqrt
Calculate variance estimator
mat.sqrt.inv
Calculate variance estimator
seizure
Epiliptic seizure counts from the Randomized Progabide Trial
toenail
Toenail infection data from a multicenter study

Files in this package

geesmv
geesmv/NAMESPACE
geesmv/data
geesmv/data/dental.rda
geesmv/data/toenail.rda
geesmv/data/seizure.rda
geesmv/R
geesmv/R/mat.sqrt.inv.R
geesmv/R/GEE.var.wl.R
geesmv/R/cormax.exch.R
geesmv/R/GEE.var.kc.R
geesmv/R/GEE.var.mk.R
geesmv/R/cormax.ind.R
geesmv/R/mat.sqrt.R
geesmv/R/GEE.var.fg.R
geesmv/R/GEE.var.gst.R
geesmv/R/GEE.var.pan.R
geesmv/R/cormax.ar1.R
geesmv/R/mat.prod.R
geesmv/R/GEE.var.mbn.R
geesmv/R/cluster.size.R
geesmv/R/GEE.var.md.R
geesmv/R/GEE.var.lz.R
geesmv/MD5
geesmv/DESCRIPTION
geesmv/man
geesmv/man/cormax.ar1.Rd
geesmv/man/seizure.Rd
geesmv/man/GEE.var.mbn.Rd
geesmv/man/mat.prod.Rd
geesmv/man/GEE.var.gst.Rd
geesmv/man/cormax.ind.Rd
geesmv/man/mat.sqrt.Rd
geesmv/man/cluster.size.Rd
geesmv/man/geesmv.Rd
geesmv/man/GEE.var.wl.Rd
geesmv/man/GEE.var.lz.Rd
geesmv/man/dental.Rd
geesmv/man/mat.sqrt.inv.Rd
geesmv/man/GEE.var.pan.Rd
geesmv/man/GEE.var.mk.Rd
geesmv/man/GEE.var.kc.Rd
geesmv/man/toenail.Rd
geesmv/man/cormax.exch.Rd
geesmv/man/GEE.var.md.Rd
geesmv/man/GEE.var.fg.Rd