Contributed Papers

Applications and developments of novel statistical methods for causal inference in health policy

Mon, Aug 7, 10:30 AM

Lisa LixChair

Health Policy Statistics Section

7 Presentations

Pairwise Doubly-Robust Difference-in-Differences Estimators for Causal Effects of Heterogeneous Direct and Indirect Policy Exposures

10:35 AM - 10:50 AM

Gary Hettinger (University of Pennsylvania)

Co-authors: Youjin Lee, Nandita Mitra (University of Pennsylvania)

Causally-Interpretable Random-Effects Meta-Analysis

10:50 AM - 11:05 AM

Justin Clark

Co-authors: Kollin Rott (University of Minnesota School of Public Health, Division of Biostatistics), James Hodges (University of Minnesota), Jared Huling (University of Minnesota School of Public Health, Division of Biostatistics)

Risk Set Matched Difference-in-Differences for the Analysis of Effect Modification

11:05 AM - 11:20 AM

Eric Cohn

Co-authors: Jose Zubizarreta

Balancing Covariates via Weighted Independence Measures for Continuous Exposures

11:20 AM - 11:35 AM

Xiao Wu (Columbia University)

Co-authors: Trevor Hastie (Stanford University)

Multiple Imputation for Aggregate Data in Individual Patient Data Meta-Analyses

11:35 AM - 11:50 AM

Michael Larsen (St. Michael's College)

Using a prognostic score to design stronger observational studies: Match, Stratify, Visualize

11:50 AM - 12:05 PM

Rachael Aikens (Stanford University)

Co-authors: Michael Baiocchi

A Latent Variable CACE Model for Multidimensional Endpoints and Treatment Noncompliance

12:05 PM - 12:20 PM

Lulu Guo (Simon Fraser University)

Co-authors: Hui Xie (Faculty of Health Sciences, Simon Fraser University)

Session participants

Summer Han (Stanford University)

Participant