gmeta: Meta-Analysis via a Unified Framework of Confidence Distribution
Version 2.2-6

An implementation of an all-in-one function for a wide range of meta-analysis problems. It contains a single function gmeta() that unifies all standard meta-analysis methods and also several newly developed ones under a framework of combining confidence distributions (CDs). Specifically, the package can perform classical p-value combination methods (such as methods of Fisher, Stouffer, Tippett, etc.), fit meta-analysis fixed-effect and random-effects models, and synthesizes 2x2 tables. Furthermore, it can perform robust meta-analysis, which provides protection against model-misspecifications, and limits the impact of any unknown outlying studies. In addition, the package implements two exact meta-analysis methods from synthesizing 2x2 tables with rare events (e.g., zero total event). A plot function to visualize individual and combined CDs through extended forest plots is also available.

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AuthorGuang Yang <gyang.rutgers@gmail.com>, Jerry Q. Cheng <jcheng1@rwjms.rutgers.edu>, and Minge Xie <mxie@stat.rutgers.edu>
Date of publication2016-02-23 07:18:16
MaintainerGuang Yang <gyang.rutgers@gmail.com>
LicenseGPL (>= 2)
Version2.2-6
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("gmeta")

Man pages

gmeta: Meta-Analysis via a Unified Framework under Confidence...
plot.gmeta: Plot For Model-Based and 2x2 Table-Based Meta-Analysis Result

Functions

Cpvaluecombine Source code
Estimates Source code
Estimates.1arm Source code
F2f Source code
Gtau2 Source code
Gtau2m Source code
GtauDL2 Source code
GtauEB2 Source code
GtauHE2 Source code
GtauHS2 Source code
GtauML2 Source code
GtauREML2 Source code
GtauSJ2 Source code
Integrate Source code
R.pvalue.combine Source code
adjust.beta Source code
conditionalMLE Source code
convolution.de Source code
convolution.de.vfunc Source code
convolution.sim Source code
gmeta Man page Source code
gmeta.MH Source code
gmeta.cd.mdncis Source code
gmeta.cd.mean Source code
gmeta.cd.median Source code
gmeta.cd.stddev Source code
gmeta.cdpvt.combine Source code
gmeta.cdpvt.combine.de Source code
gmeta.cdpvt.combine.gaussian Source code
gmeta.cdpvt.dproc Source code
gmeta.cdpvt.dproc.cd Source code
gmeta.cdpvt.dproc.pivot Source code
gmeta.check.gmi Source code
gmeta.check.gmo.xgrid Source code
gmeta.check.gmo.xgrid.2x2 Source code
gmeta.check.gmo.xgrid.cd Source code
gmeta.check.gmo.xgrid.pivot Source code
gmeta.check.gmo.xgrid.pvalue Source code
gmeta.check.study.names Source code
gmeta.check.weight Source code
gmeta.default Man page Source code
gmeta.e Source code
gmeta.exact.LT Source code
gmeta.exact.combine Source code
gmeta.exact.indiv Source code
gmeta.m Source code
gmeta.p Source code
gmeta.peto Source code
gmeta.plot.cdd Source code
gmeta.plot.cdf Source code
gmeta.plot.cvs Source code
hiring Man page
midp.oddsratio Source code
pFNCHypergeo.wrap Source code
plot.gmeta Man page Source code
plot.gmeta.e Man page Source code
plot.gmeta.m Man page Source code
print.gmeta.e Man page Source code
print.gmeta.m Man page Source code
print.gmeta.p Man page Source code
print.summary.gmeta.e Man page Source code
print.summary.gmeta.m Man page Source code
print.summary.gmeta.p Man page Source code
psumunif Source code
quantileCD Source code
summary.gmeta.e Man page Source code
summary.gmeta.m Man page Source code
summary.gmeta.p Man page Source code
test.size.error Source code
ulcer Man page

Files

src
src/pvaluecombine.c
NAMESPACE
data
data/ulcer.RData
data/hiring.RData
R
R/gmeta.r
MD5
DESCRIPTION
man
man/plot.gmeta.Rd
man/gmeta.Rd
gmeta documentation built on May 19, 2017, 3:35 p.m.