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stat.ME2026
Covariate Selection for Doubly Robust Double/debiased Machine Learning Estimators for Causal Inference
Muwon Kwon, Peter M. Steiner
High-dimensional data create challenges for causal effect estimation because identifying the covariates needed for correct model specification becomes increasingly difficult. Doubl…
stat.ME2026
Multilevel Regression Discontinuity Models with Latent Variables
Monica Morell, Youngjin Han, Muwon Kwon +3
Regression discontinuity (RD) analysis with latent variables as introduced by Morell et al. (2025), offers a useful augmentation of the conventional RD by incorporating measurement…