Topic-Contributed Paper Session

Advances in Causal Inference for Social Science Panel Data

Mon, Aug 3, 10:30 AM - 12:20 PM Room CC-204A Thomas M. Menino Convention & Exhibition Center

Business and Economic Statistics Section co: Business Analytics/Statistics Education Interest Groupco: Section on Statistical Learning and Data Science

5 Presentations

Causal Inference in Possibly Nonlinear Factor Models

10:35 AM - 10:55 AM

Yingjie Feng (Tsinghua University)

Estimating Counterfactual Matrix Means with Short Panel Data

10:55 AM - 11:15 AM

Lihua Lei (Stanford University)

Factor Analysis for Large Non-Stationary Panels with Endogenous Missingness and Applications to Causal Inference

11:15 AM - 11:35 AM

Ruoxuan Xiong (Emory University)

Inference Based on Imagined Randomization

11:35 AM - 11:55 AM

David Hirshberg (Emory University)

Matrix Completion with Fixed Effects for Treatment Effect Estimation

11:55 AM - 12:15 PM

Jungjun Choi (University of Rhode Island)