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Keywords {🔍}

package, metafor, function, computed, metaanalysis, models, results, model, functions, software, statistic, rma, transformation, questions, mixedeffects, interval, compared, provided, number, sampling, times, tau, variance, denotes, packages, randomeffects, freemantukey, rates, metaanalyses, metaanalytic, studies, statistics, hattau, estimated, viechtbauer, general, mima, lme, lmer, fitted, proportions, incidence, method, based, part, conducting, stata, variances, equations, heterogeneity,

Topics {✒️}

$\mbox{se}[\hat{\mu}]$ appreciable user base ^2 = \frac{\hat{\tau}_{ entire meta-analytic workflow freeman-tukey transformed rates standard meta-analytic practices mixed-effects model includes meta-analysis task view random/mixed-effects model general questions 'open meta-analyst' software mixed-effects meta-regression sqrt{x_i/t_i} + \sqrt{ meta-analysis package ecosystem random effects meta-analyses technical questions random-effects models fitted conducting meta-regression analyses arcsine square-root }^2 - \hat{\tau}_{ }^2}{\hat{\tau}_{ $\hat{\tau}_{ random/mixed-effects $\hat{\mu}$ references freeman random-effects models random effects models empirical rejection rate mixed-effects models random-effects model meta-analytic models freeman-tukey transformation mixed-effects model homogeneous true effects analyzing effect sizes proc mixed command observed effect sizes applied meta-analyses equal-effects model fitting equal/fixed van den noortgate practical meta-analysis conducting meta-analyses meta-analytic software methodological/statistical papers meta-analysis package $z_{1-\alpha/2}$ mantel-haenszel method peabody research institute russell sage foundation

Questions {❓}

• Are there other R packages for meta-analysis?
• For mixed-effects models, how is the $R^2$ statistic computed by the rma() function?
• For random-effects models fitted with the rma() function, how is the prediction interval computed by the predict() function?
• How are $I^2$ and $H^2$ computed in the metafor package?
• How do I cite the package?
• How is the Freeman-Tukey transformation of proportions and incidence rates computed?
• Is the package development funded?
• Is the package validated in some way?
• What is (was) the 'mima' function?
• Why can I not just use the lm(), lme(), and lmer() functions to conduct my meta-analysis?
• Why do I get different results with the Mantel-Haenszel method as implemented in metafor when compared to other software?
• Why is the package called 'metafor'?

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