New Methods for Causal Inference, Hidden Confounding and Survey Sampling

Mon, Aug 5, 8:30 AM - 10:20 AM

Shu YangChair

IMS

7 Presentations

Optimizing Propensity Score Trimming via Bootstrapping: Addressing Limited Overlap in Observational Studies

8:35 AM - 8:50 AM

Tianyu Guo

Co-authors: Sai Praneeth Karimireddy (UC Berkeley), Michael Jordan (Univ of California-Berkeley)

Estimating causal excursion effects in mobile health with zero-inflated count outcomes

8:50 AM - 9:05 AM

Xueqing Liu

Co-authors: Tianchen Qian (University of California, Irvine), Lauren Bell (Medical Research Council Biostatistics Unit, University of Cambridge), Bibhas Chakraborty (Duke-NUS Medical School, National University of Singapore)

Forward screening and post-screening inference in factorial designs

9:05 AM - 9:20 AM

Lei Shi

Co-authors: Jingshen Wang (UC Berkeley), Peng Ding (University of California-Berkeley)

On Rosenbaum's Rank-based Matching Estimator

9:20 AM - 9:35 AM

Zhexiao Lin

Co-authors: Matias Cattaneo (Princeton University), Fang Han (University of Washington)

Proximal Causal Inference with Some Invalid Proxies

9:35 AM - 9:50 AM

Prabrisha Rakshit (University of Pennsylvania)

Co-authors: Eric Tchetgen Tchetgen (University of Pennsylvania)

Robustness of Best Linear Unbiased Estimators based on Order Statistics

9:50 AM - 10:05 AM

Nubaira Rizvi

Co-authors: Masuma Mannan (LSUHSC School of Public Health Biostatistics and Data Science Program), Evrim Oral (LSUHSC School of Public Health)

Simultaneous inference for generalized linear models with unmeasured confounders

10:05 AM - 10:20 AM

Jin-Hong Du (Carnegie Mellon University)

Co-authors: Larry Wasserman (Carnegie Mellon University), Kathryn Roeder (Carnegie Mellon University)