meta-analysis
Meta-Analysis Skill
Purpose
Quantitatively synthesize results across multiple studies.
Meta-Analysis Steps
1. Extract Effect Sizes
- Convert to common metric (d, OR, RR)
- Calculate standard errors
2. Choose Model
- Fixed-effect: Assumes single true effect
- Random-effects: Allows heterogeneity
3. Pool Results
- Weight studies (inverse variance)
- Calculate summary effect
- 95% confidence interval
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