Online Program Home
My Program

Legend:
CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

Activity Details

562 Wed, 7/31/2019, 2:00 PM - 3:50 PM CC-106
Advances in Nonparametric Methods in Causal Inference — Topic Contributed Papers
Section on Statistics in Epidemiology, Biometrics Section, Section on Nonparametric Statistics
Organizer(s): Ted Westling, Center for Causal Inference, University of Pennsylvania Perelman School of Medicine
Chair(s): Ted Westling, Center for Causal Inference, University of Pennsylvania Perelman School of Medicine
2:05 PM Doubly-Robust Inference for Causal Effects
Marco Carone, University of Washington; Ted Westling, University of Massachusetts Amherst; David Whitney, University of Washington
2:25 PM Bayesian Causal Forests with Targeted Smoothing for Heterogeneous Treatment Effect Estimation

Jennifer Starling
2:45 PM Model-Free Policy Evaluation
Rina Friedberg, Stanford University; Stefan Wager, Stanford University; Susan Athey, Stanford University
3:05 PM Sensitivity Analysis via the Proportion of Unmeasured Confounding
Matteo Bonvini, Carnegie Mellon University; Edward Kennedy, Carnegie Mellon University
3:25 PM Causal Inference with Confounders Missing Not at Random

Linbo Wang, University of Toronto; Shu Yang, North Carolina State University; Peng Ding, University of California, Berkeley
3:45 PM Floor Discussion