Meta-analysis Workshop

Authors
Affiliation

Filippo Gambarota

University of Padova

Gianmarco Altoè

Slides

  • About us [pdf]
  • Introduction to the workshop [html]
  • Monte Carlo Simulations [html]
  • Introduction to Meta-Analysis [html]
  • Meta-analysis Models [html]
  • Meta-regression [html]
  • Publication Bias [html]
  • Power analysis [html]

Resources

Books

  • Borenstein et al. (2009)
  • Schmid et al. (2022)
  • Harrer et al. (2021)
  • Cooper, Hedges, and Valentine (2009) - The Handbook of Research Synthesis and Meta-Analysis

Papers

Websites

  • metafor: the website contains an amazing documentation along with analysis examples, articles about very specific topics. Furthermore the author reproduced the analyses presented in famous textbooks with the metafor package.
  • https://www.jepusto.com/alternative-formulas-for-the-smd/

R

  • metafor: the main R package to conduct meta-analysis. It implements equal and random-effects model with extensions to multilevel and multivariate models.

References

Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to Meta-Analysis. https://doi.org/10.1002/9780470743386
Harrer, M., Cuijpers, P., Furukawa, T., & Ebert, D. (2021). Doing meta-analysis with r: A hands-on guide (1st ed.). CRC Press.
Schmid, C. H., Stijnen, T., & White, I. R. (2022). Handbook of meta-analysis. Taylor & Francis Limited. https://play.google.com/store/books/details?id=GbuTzQEACAAJ