2 papers
stat.ME2025
Detecting and Understanding the Difference between Natural Mediation Effects and Their Randomized Interventional Analogues
Ang Yu, Li Ge, Felix Elwert
In causal mediation analysis, the natural direct and indirect effects (natural effects) are nonparametrically unidentifiable in the presence of treatment-induced confounding, which…
stat.ME2024
Counterfactual Slopes and Their Applications in Social Stratification
Ang Yu, Jiwei Zhao
This paper addresses two prominent theses in social stratification research, the great equalizer thesis and Mare's (1980) school transition thesis. Both theses describe the role of…