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.

Getting started

Package details

AuthorZachary Fisher [aut, cre], Elizabeth Tipton [aut], Hou Zhipeng [aut]
MaintainerZachary Fisher <fish.zachary@gmail.com>
LicenseGPL-2
Version2.1
URL https://github.com/zackfisher/robumeta
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("robumeta")

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robumeta documentation built on March 31, 2023, 11:48 p.m.