Stable Probability Weighting: Large-Sample and Finite-Sample Estimation
and Inference Methods for Heterogeneous Causal Effects of Multivalued
Treatments Under Limited OverlapSocial Science Research Network (SSRN), 2023 |
Optimizing Pessimism in Dynamic Treatment Regimes: A Bayesian Learning
ApproachInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Valid Inference after Causal DiscoveryJournal of the American Statistical Association (JASA), 2022 |
Image-based Treatment Effect HeterogeneityCLEaR (CLEaR), 2022 |
Feature Selection for Discovering Distributional Treatment Effect
ModifiersConference on Uncertainty in Artificial Intelligence (UAI), 2022 |
Minimax rates for heterogeneous causal effect estimationAnnals of Statistics (Ann. Stat.), 2022 |
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects
EstimationJournal of Computational And Graphical Statistics (JCGS), 2021 |