The author of this chapter is also one of the developers of Comprehensive Meta Analysis (CMA), one of the programs discussed below. Conducting Meta-Analyses in R with the metafor Package. 194 PUBLICATION BIAS IN META-ANALYSIS INTRODUCTION This chapter discusses computer programs for meta-analysis and publication bias. I used this platform to learn the basics of R before using Metafor. If you are new to R, I suggest taking the Introduction to R course on DataCamp (affiliate link). A comprehensive description of R features for meta-analysis can be found in Schwarzer et al. Note, we access single variables in a dataset by using the dollar sign. If so – have a look at JASP or Jamovi below. used in analyses to the dataset before conducting a meta-analysis. However, since the package requires the use of the R environment, it may be difficult for those who have never used R before to become accustomed to the package so quickly. Their website contains some very useful analysis and plot examples with the corresponding code. The two summary statistics commonly used for meta-analysis. First, although we used comprehensive search. Of course, the use of statistical synthesis methods does not guarantee that the results of a. Metafor is one of the many R packages available to conduct meta-analyses and contains the most comprehensive analysis tools. We conducted a meta-analysis of twenty-six randomized controlled trials that tested the effectiveness of. Example forest plot created using Metafor in R.
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