Sibling Models Can Test Causal Claims without Experiments: Applications for Psychology
S. Mason Garrison, Jonathan D. Trattner, Xuanyu Lyu, Hannah Robertson Prillaman, Laura McKinzie, Sarah Thompson, Joseph Lee Rodgers
The paper introduces a sibling comparison method to improve causal inference in psychology by controlling for familial confounding, showing divergent results when compared to covariate-based approaches.
medRxiv · Aug 25, 2025 · PreprintGenetic & Genomic Medicine