Colloquium/Seminar

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Event(s) on November 2019


  • Thursday, 21st November, 2019

    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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