Title: | Estimation and Inference of Individual Treatment Effect via Bayesian Hierarchical Mixture Model |
Speaker: | Ms WANG Juan (王 娟), MATH, HKBU, HKSAR |
Time/Place: | 10:30 - 12:00 FSC1217, Fong Shu Chuen Library, HSH Campus, Hong Kong Baptist University |
Abstract: | Treatment effect is a widely discussed topic, such as the effect of a drug on health outcomes, the evaluations of government programs or public policies. In this work, I proposed a Bayesian hierarchical mixture model to construct a joint distribution for two potential outcomes. Consequently, relationships between two potential outcomes and inferences of individual treatment effect can be studied. I consider both simulation and theoretical perspective of these problems. |
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