Showing stat.MEShow all
2 papers · 1 filter
stat.ME2026
Propensity Score Propagation: A General Framework for Design-Based Inference with Unknown Propensity Scores
Siyu Heng, Yanxin Shen, Zijian Guo
Design-based inference, also known as randomization-based or finite-population inference, provides a principled framework for trustworthy statistical inference. It attributes rando…
stat.ME2023
Reconciling Overt Bias and Hidden Bias in Sensitivity Analysis for Matched Observational Studies
Siyu Heng, Yanxin Shen, Pengyun Wang
Matching is one of the most widely used causal inference designs in observational studies, but post-matching confounding bias remains a critical concern. This bias includes overt b…