Transforms Statistical Measures Commonly Used for Meta-Analysis

Helps calculate statistical values commonly used in meta-analysis. It provides several methods to compute different forms of standardized mean differences, as well as other values such as standard errors and standard deviations. The methods used in this package are described in the following references: Altman D G, Bland J M. (2011) Borenstein, M., Hedges, L.V., Higgins, J.P.T. and Rothstein, H.R. (2009) Chinn S. (2000) Cochrane Handbook (2011) < https://www.cochrane.org/authors/handbooks-and-manuals/handbook/archive/v5.1.0> Cooper, H., Hedges, L. V., & Valentine, J. C. (2009) < https://psycnet.apa.org/record/2009-05060-000> Cohen, J. (1977) < https://psycnet.apa.org/record/1987-98267-000> Ellis, P.D. (2009) < https://www.psychometrica.de/effect_size.html> Goulet-Pelletier, J.-C., & Cousineau, D. (2018) Hedges, L. V. (1981) Hedges L. V., Olkin I. (1985) Murad M H, Wang Z, Zhu Y, Saadi S, Chu H, Lin L et al. (2023) Mayer M (2023) < https://search.r-project.org/CRAN/refmans/confintr/html/ci_proportion.html> Stackoverflow (2014) < https://stats.stackexchange.com/questions/82720/confidence-interval-around-binomial-estimate-of-0-or-1> Stackoverflow (2018) < https://stats.stackexchange.com/q/338043>.

metaHelper: Transforms Statistical Measures Commonly Used for Meta-Analysis

Official Git repository of R package metaHelper

Authors

Robert Emprechtinger, Guido Schwarzer, Ulf Tölch, Günther Schreder, Gerald Gartlehner

Description

metaHelper helps calculate statistical values commonly used in meta-analysis. It provides several methods to compute different forms of standardized mean differences, as well as other values such as standard errors and standard deviations. The methods used in this package are described in the following references:

• Altman D G, Bland J M. (2011), DOI: 10.1136/bmj.d2090
• Borenstein, M., Hedges, L.V., Higgins, J.P.T. and Rothstein, H.R. (2009), DOI: 10.1002/9780470743386.ch4
• Chinn S. (2000), DOI: 10.1002/1097-0258(20001130)19:22%3C3127::aid-sim784%3E3.0.co;2-m
• Cochrane Handbook (2011)
• Cooper, H., Hedges, L. V., & Valentine, J. C. (2009)
• Cohen, J. (1977)
• Ellis, P.D. (2009)
• Goulet-Pelletier, J.-C., & Cousineau, D. (2018), DOI: 10.20982/tqmp.14.4.p242
• Hedges, L. V. (1981), DOI: 10.2307/1164588
• Hedges L. V., Olkin I. (1985), DOI: 10.1016/C2009-0-03396-0
• Murad M H, Wang Z, Zhu Y, Saadi S, Chu H, Lin L et al. (2023), DOI: 10.1136/bmj-2022-073141
• Mayer M (2023)
• Stackoverflow (2014)
• Stackoverflow (2018)

Installation

Current stable release:

install.packages("metaHelper")

Current GitHub release:

Installation using R package remotes:

install.packages("remotes")
remotes::install_github("RobertEmprechtinger/metaHelper")

Bug Reports:

bug.report(package = "metaHelper")

The bug.report function is not supported in RStudio. Please send an email to Robert Emprechtinger <emprechtinger@stateofhealth.at> if you use RStudio.

You can also report bugs on GitHub under Issues.