Meta-Analysis with R (Episode 46): Interactions and Permutation Tests in R
Michael Bosnjak, Univ.-Prof. Dr.
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Meta-Analysis with R (Episode 46): Interactions and Permutation Tests in R
1 просмотр · 1 ч назад
Michael Bosnjak, Univ.-Prof. Dr.
154 подписчика
1 просмотр · 1 ч назад
How do you model an interaction in a meta-regression, and how do you check whether the result is robust? The video fits pubyear * continent with rma, reads the four coefficients as two lines, explains why a perfect fit (R squared of 100 percent) should make you suspicious in real data, and then shows what a permutation is, how the permutation p-value p* is counted, and how permutest reports it. Video 46 of the series, seventh of eight on chapter 8 of the book 'Doing Meta-Analysis with R'.
It follows the free online textbook by Harrer, Cuijpers, Furukawa and Ebert (https://doing-meta.guide); the videos give a first overview, the book goes into depth.
This video series accompanies courses at the Department of Psychological Research Methods, Trier University:
http://bosnjak.uni-trier.de
Next: Multimodel Inference: Which Predictors Matter?
• Meta-Analysis with R (Episode 47): Multimo...
Playlist of the course:
• Doing Meta-Analysis with R: A Hands-On Vid...