Causal Effect Estimation

Tue, Aug 6, 10:30 AM - 12:20 PM

Thomas LoveChair

Health Policy Statistics Section

5 Presentations

A Differential Effect Approach to Partial Identification of Treatment Effects

10:35 AM - 10:50 AM

Kan Chen

Co-authors: Bingkai Wang (Johns Hopkins University, Bloomberg School of Public Health), Dylan Small (University of Pennsylvania)

Causal inference with constraints on the probability of intervention

10:50 AM - 11:05 AM

Alexander Levis (Carnegie Mellon University)

Co-authors: Eli Ben-Michael, Edward Kennedy (Carnegie Mellon University)

Estimating Causal Effects Under Partial Compliance and Multivariate Endpoints

11:05 AM - 11:20 AM

Lulu Guo (Simon Fraser University)

Co-authors: Diane Lacaille (University of British Columbia), Hui Xie (Faculty of Health Sciences, Simon Fraser University), Qian Yi (Sauder School of Business, University of British Columbia)

Evaluating clinical implementation of risk prediction based interventions using difference-in-differences

11:20 AM - 11:35 AM

Maricela Cruz (Kaiser Permanente Washington Health Research Institute)

Co-authors: Susan M Shortreed (Kaiser Permanente Washington Health Research Institute), Yates Coley (Kaiser Permanente Washington Health Research Institute)

Randomization Inference for Partial Identification Bounds in Matched Instrumental Variable Studies

11:35 AM - 11:50 AM

Zhe Chen

Co-authors: Min Haeng Cho (University of Washington), Bo Zhang (Fred Hutchinson Cancer Center)