2 papers
stat.ME2026
Estimation Strategies for Causal Decomposition Analysis with Allowability Specifications
John W. Jackson, Ting-Hsuan Chang, Aster Meche +1
Causal decomposition analysis (CDA) is an approach for modeling the impact of hypothetical interventions to reduce disparities. It is useful for identifying foci that future interv…
stat.ME2025
Post-selection inference for causal effects after causal discovery
Ting-Hsuan Chang, Zijian Guo, Daniel Malinsky
Algorithms for constraint-based causal discovery select graphical causal models among a space of possible candidates (e.g., all directed acyclic graphs) by executing a sequence of…