robumeta: Robust Variance Meta-Regression

Functions for conducting robust variance estimation (RVE) meta-regression using both large and small sample RVE estimators under various weighting schemes. These methods are distribution free and provide valid point estimates, standard errors and hypothesis tests even when the degree and structure of dependence between effect sizes is unknown. Also included are functions for conducting sensitivity analyses under correlated effects weighting and producing RVE-based forest plots.

Author
Zachary Fisher, Elizabeth Tipton, and Zhipeng Hou.
Date of publication
2016-11-04 00:48:18
Maintainer
Zachary Fisher <fish.zachary@gmail.com>
License
GPL-2
Version
1.8

View on CRAN

Man pages

corrdat
Data for Fitting Correlated Effects Model
corrdat.sm
Data for Fitting Correlated Effects Model With Small-Sample...
forest.robu
Forest Plots for Robust Variance Estimation Meta-Analysis
group.center
Convenience function for calculating group-centered...
group.mean
Convenience function for calculating group-mean covariates.
hedgesdat
hedgesdat
hierdat
Data for Fitting Hierarchical Effects Model
oswald2013
IAT Criterion-Related Correlations
oswald2013.ex1
IAT Criterion-Related Correlations
print.robu
Outputs Model Information
robu
Fitting Robust Variance Meta-Regression Models
sensitivity
Sensitivity Analysis for Correlated Effects RVE

Files in this package

robumeta
robumeta/NAMESPACE
robumeta/data
robumeta/data/corrdat.sm.RData
robumeta/data/hierdat.RData
robumeta/data/corrdat.RData
robumeta/data/oswald2013.ex1.RData
robumeta/data/oswald2013.RData
robumeta/data/hedgesdat.RData
robumeta/R
robumeta/R/print.robu.R
robumeta/R/group.center.R
robumeta/R/group.mean.R
robumeta/R/robu.R
robumeta/R/forest.robu.R
robumeta/R/sensitivity.R
robumeta/MD5
robumeta/DESCRIPTION
robumeta/man
robumeta/man/sensitivity.Rd
robumeta/man/group.center.Rd
robumeta/man/hedgesdat.Rd
robumeta/man/hierdat.Rd
robumeta/man/print.robu.Rd
robumeta/man/group.mean.Rd
robumeta/man/oswald2013.ex1.Rd
robumeta/man/corrdat.Rd
robumeta/man/oswald2013.Rd
robumeta/man/forest.robu.Rd
robumeta/man/robu.Rd
robumeta/man/corrdat.sm.Rd