7 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.ME2024
Bias-Targeted Nonparametric Balancing for Stable Causal Mediation Analysis
Chang Liu, AmirEmad Ghassami
Influence function (IF)-based estimators are widely used in mediation analysis due to their modeling flexibility, but standard implementations require direct estimation of the dist…
stat.ME2022★ 7 cited
Combining Experimental and Observational Data for Identification and Estimation of Long-Term Causal Effects
AmirEmad Ghassami, Chang Liu, Alan Yang +3
We study identifying and estimating the causal effect of a treatment variable on a long-term outcome using data from an observational and an experimental domain. The observational…