How To: Three Level Meta-Analysis, Correlated & Hierarchical Effects & Robust Variance Estimation скачать в хорошем качестве

How To: Three Level Meta-Analysis, Correlated & Hierarchical Effects & Robust Variance Estimation

Tutorial on how to conduct and interpret a three level meta-analysis with correlated and hierarchical effects and robust variance estimation in R using the metafor and clubSandwich packages. Please Like and Subscribe to support the channel! ‪@LearnMetaAnalysis‬ Github Repo with data file and R scripts: https://github.com/noah-schroeder/3-l... How to: Data Formatting for Three Level Meta-Analysis:    • How to do Three Level Meta-Analysis in R: ...   Doing Meta-Analysis in R (free) book chapter on multilevel meta-analysis, correlated and hierarchical effects, and robust variance estimation: https://bookdown.org/MathiasHarrer/Do... R SIG Meta-Analysis List Serv: https://stat.ethz.ch/mailman/listinfo... Recent (at time of filming, 11/22/24) conversation around selection bias in dependent data meta-analyses: https://stat.ethz.ch/pipermail/r-sig-... Want free point and click (no coding required) meta-analysis software? Check out Simple Meta-Analysis: https://learnmeta-analysis.com/pages/... Free ebook (no download required): https://noah-schroeder.github.io/revi... Visit our website at https://learnmeta-analysis.com/ 0:00 Simple Meta-Analysis 0:58 Calculate Effect Sizes 3:27 Run Meta-Analysis 14:25 Variance 18:25 Outlier & Influence 24:00 Moderator Analysis 32:56 Plots 39:42 Concluding Remarks