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Invited Paper Session

Bayesian approaches for complex problems in causal inference

Tue, Aug 4, 2:00 PM - 3:50 PM Room CC-253C Thomas M. Menino Convention & Exhibition Center

Michael DanielsOrganizerSebastien HaneuseChair

Section on Statistics in Epidemiology co: Biometrics Sectionco: ENAR

3 Presentations

A Bayesian Nonparametric Approach for Semi-Competing Risks with Application to Cardiovascular Health

2:05 PM - 2:35 PM

Michael Daniels (University of Florida)

Causal inference Competing risks

Causal inference with marked point process interventions

2:35 PM - 3:05 PM

Nathan Wikle (University of Iowa)

causal inference with spatial data point process spillover effect agriculture environmental statistics stochastic interventions

Decision Theoretic Subgroup Detection With Bayesian Machine Learning

3:05 PM - 3:35 PM

Antonio Linero (University of Texas at Austin)

Bayesian additive regression trees Heterogeneous treatment effects Machine learning Nonparametric Bayes Policy Estimation

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