Department of Statistics and Actuarial Sciences, University of Hong Kong, Hong Kong SAR, China; Institute of Natural Sciences, MOE-LSC, School of Mathematical Sciences, CMA-Shanghai, and SJTU-Yale Joint Center for Biostatistics and Data Science, Shanghai Jiao Tong University and Shanghai Artiﬁcial Intelligence Laboratory, Shanghai, China; Department of Biostatistics, Columbia University, New York, NY, USA
Siqi Xu, Lin Liu, Zhonghua Liu
Causal Inference;Causal Mediation Analysis;Causal Machine Learning;Deep Learning;Semiparametric Statistics;Fairness
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning