metaplus: Robust Meta-Analysis and Meta-Regression

Performs meta-analysis and meta-regression using standard and robust methods with confidence intervals based on the profile likelihood. Robust methods are based on alternative distributions for the random effect, either the t-distribution (Lee and Thompson, 2008 <doi:10.1002/sim.2897> or Baker and Jackson, 2008 <doi:10.1007/s10729-007-9041-8>) or mixtures of normals (Beath, 2014 <doi:10.1002/jrsm.1114>).

Author
Ken Beath [aut, cre], Ben Bolker [aut], R Development Core Team [aut]
Date of publication
2016-11-10 00:17:22
Maintainer
Ken Beath <ken.beath@mq.edu.au>
License
GPL (>= 2)
Version
0.7-9

View on CRAN

Man pages

AIC
AIC for metaplus object
BIC
BIC for metaplus object
cdp
CDP meta-analysis data
exercise
Exercise meta-analysis data
logLik
log Likelikelihood for metaplus object
mag
Magnesium meta-analysis data
marinho
Marinho meta-analysis data
metaplus
Fits random effects meta-analysis models, using either a...
metaplus-package
Fits random effects meta-analysis models including robust...
outlierProbs
Calculate outlier probabilities for each study.
plot.metaplus
Produces forest plot for the studies together with the...
plot.outlierProbs
Plot outlier probabilities.
summary
Summary of a metaplus object.
testOutliers
Tests for the presence of outliers.

Files in this package

metaplus
metaplus/inst
metaplus/inst/CITATION
metaplus/inst/NEWS
metaplus/inst/doc
metaplus/inst/doc/metaplus-package.pdf
metaplus/inst/doc/metaplus-package-code.R
metaplus/inst/doc/metaplus-package.pdf.asis
metaplus/NAMESPACE
metaplus/data
metaplus/data/cdp.RData
metaplus/data/mag.RData
metaplus/data/exercise.RData
metaplus/data/marinho.RData
metaplus/R
metaplus/R/makestart.profilenorm.metaplus.R
metaplus/R/testOutliers.profilet.metaplus.R
metaplus/R/profilet.profile.R
metaplus/R/profilet.metaplus.R
metaplus/R/outlierProbs.metaplus.R
metaplus/R/plot.outlierProbs.R
metaplus/R/profile.R
metaplus/R/mymle.R
metaplus/R/aaaaa.R
metaplus/R/globals.R
metaplus/R/profilemix.profile.R
metaplus/R/plot.metaplus.R
metaplus/R/metaplus.R
metaplus/R/makestart.profilemix.metaplus.R
metaplus/R/profilemix.metaplus.R
metaplus/R/summary.metaplus.R
metaplus/R/confint.R
metaplus/R/misc.metaplus.R
metaplus/R/testOutliers.profilemix.metaplus.R
metaplus/R/testOutliers.metaplus.R
metaplus/R/outlierProbs.profilemix.metaplus.R
metaplus/R/print.metaplus.R
metaplus/R/profilenorm.metaplus.R
metaplus/R/myoptim.R
metaplus/vignettes
metaplus/vignettes/metaplus-package.pdf.asis
metaplus/MD5
metaplus/build
metaplus/build/vignette.rds
metaplus/DESCRIPTION
metaplus/man
metaplus/man/testOutliers.Rd
metaplus/man/AIC.Rd
metaplus/man/outlierProbs.Rd
metaplus/man/metaplus.Rd
metaplus/man/logLik.Rd
metaplus/man/plot.metaplus.Rd
metaplus/man/mag.Rd
metaplus/man/plot.outlierProbs.Rd
metaplus/man/marinho.Rd
metaplus/man/cdp.Rd
metaplus/man/metaplus-package.Rd
metaplus/man/BIC.Rd
metaplus/man/exercise.Rd
metaplus/man/summary.Rd