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235 ! Tue, 8/9/2022, 8:30 AM - 10:20 AM CC-144C
Recent Advancements in Nonparametric and Semiparametric Methodologies and Their Applications — Topic Contributed Papers
ENAR, Section on Nonparametric Statistics, Section on Statistical Learning and Data Science
Organizer(s): Trinetri Ghosh, University of Wisconsin-Madison
Chair(s): Shubhadeep Chakraborty, University of Washington
8:35 AM Multiply Robust Estimators in Longitudinal Studies with Missing Data Under Control-Based Imputation
Siyi Liu, North Carolina State University; Shu Yang, North Carolina State University; Yilong Zhang, Merck & Co., Inc.; Frank G. Liu, Merck & Co., Inc
8:55 AM Optimal Estimation of Average Treatment Effect on the Treated Under Endogeneous Treatment Assignment
Trinetri Ghosh, University of Wisconsin-Madison; Menggang Yu, University of Wisconsin-Madison; Jiwei Zhao, University of Wisconsin-Madison
9:15 AM Efficient Surrogate Assisted Inference for Patient-Reported Outcome with Complex Missing Mechanism
Muxuan Liang, University of Florida; Jaeyoung Park, University of Florida; Xiang Zhong, University of Florida; Yingqi Zhao, Fred Hutchinson Cancer Research Center
9:35 AM Causal Effect Estimation in Graphical Models with Unmeasured Confounders
Rohit Bhattacharya, Williams College; Razieh Nabi, Emory University; Ilya Shpitser, Johns Hopkins University
9:55 AM Estimating Longitudinal Causal Effects of Air Pollution Exposures Using Marginal Structural Models
Daniel Malinsky, Columbia University
10:15 AM Floor Discussion