Tag: overlap

A Sensitivity Approach to Causal Inference Under Limited Overlap arXiv:2511.22003v1 Announce Type: new Abstract: Limited overlap between treated and control groups is a key challenge in observational analysis. Standard approaches like trimming importance weights can reduce variance but introduce a fundamental bias. We propose a sensitivity framework for contextualizing findings under limited overlap, where we…