Conducting Meta-Analyses in R with the metafor Package
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5,532 citations
Cites methods from "Conducting Meta-Analyses in R with ..."
...We conducted fixed-effect meta-analyses using the R packagemetafor (27) on Fisher-transformed correlations for all study-pairs in subset MA and on study-pairs with the odds ratio as the dependent variable....
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2,500 citations
2,370 citations
Cites methods from "Conducting Meta-Analyses in R with ..."
...For all analyses, we used the package Metafor in R (Viechtbauer, 2010), Field and Gillett’s (2010) macros, and Cheung’s (2009) LISREL syntax generator....
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2,219 citations
References
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"Conducting Meta-Analyses in R with ..." refers methods in this paper
...…Hunter-Schmidt estimator (Hunter and Schmidt 2004), the Hedges estimator (Hedges and Olkin 1985; Raudenbush 2009), the DerSimonian-Laird estimator (DerSimonian and Laird 1986; Raudenbush 2009), the Sidik-Jonkman estimator (Sidik and Jonkman 2005a,b), the maximum-likelihood or restricted…...
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25,460 citations
"Conducting Meta-Analyses in R with ..." refers background in this paper
...Various measures for facilitating the interpretation of the estimated amount of heterogeneity were suggested by Higgins and Thompson (2002). The I2 statistic estimates (in percent) how much of the total variability in the effect size estimates (which is composed of heterogeneity and sampling variability) can be attributed to heterogeneity among the true effects (τ̂2 = 0 therefore implies I2 = 0%)....
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14,433 citations
"Conducting Meta-Analyses in R with ..." refers methods in this paper
...When analyzing odds ratios, the Cochran-MantelHaenszel test (Mantel and Haenszel 1959; Cochran 1985) and Tarone’s test for heterogeneity (Tarone 1985) are also provided....
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...Alternative methods for fitting the fixed-effects model for 2 × 2 table data are the MantelHaenszel and Peto’s one-step method (Mantel and Haenszel 1959; Yusuf et al. 1985)....
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13,373 citations