Meta-Analysis with R (Episdoe 40): Meta-Regression: Predicting Effects from Study Characteristics
Michael Bosnjak, Univ.-Prof. Dr.
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Meta-Analysis with R (Episdoe 40): Meta-Regression: Predicting Effects from Study Characteristics
2 просмотра · 1 ч назад
Michael Bosnjak, Univ.-Prof. Dr.
154 подписчика
2 просмотра · 1 ч назад
How does regression work when the units are whole studies instead of persons? The video reads the meta-regression formula term by term (intercept, regression weight, sampling error, heterogeneity) and shows why a subgroup analysis is just a meta-regression with a dummy predictor, using the ThirdWave studies with high and low risk of bias. Video 40 of the series, first 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: Slopes and R²: How Well Does a Meta-Regression Fit?
• Meta-Analysis with R (Episode 41): Slopes ...
Playlist of the course:
• Doing Meta-Analysis with R: A Hands-On Vid...