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Contributed Papers

Advances in Causal Inference in Epidemiology

Sun, Aug 6, 2:00 PM

Jianan ZhuChair

Section on Statistics in Epidemiology

6 Presentations

A Cautious Approach To Constraint-Based Causal Model Selection Based On Equivalence Tests

2:05 PM - 2:20 PM

Daniel Malinsky

Avoiding Genetic Nurture Bias in Mendelian Randomization with External Big Data Sources

2:20 PM - 2:35 PM

Aabesh Bhattacharyya

Co-authors: yunqi yang, Jingshu Wang (University of Chicago)

Covariate-assisted bounds on causal effects with instrumental variables

2:35 PM - 2:50 PM

Alexander Levis (Carnegie Mellon University)

Co-authors: Matteo Bonvini, Zhenghao Zeng (Carnegie Mellon University), Luke Keele (University of Pennsylvania), Edward Kennedy

Estimating the distribution of causal effects with the principle of maximum entropy

2:50 PM - 3:05 PM

Co-authors: Mark Abramson (Utah Valley University), Mehdi Hakim-Hashemi (Normandale Community College)

Nonparametric Causal Decomposition of Group Disparities

3:05 PM - 3:20 PM

Ang Yu (University of Wisconsin-Madison)

Co-authors: Felix Elwert (University of Wisconsin, Madison)

Population-average mediation analysis for zero-inflated count outcomes

3:20 PM - 3:35 PM

Andrew Sims (University of Alabama at Birmingham)

Co-authors: Leann Long (University of Alabama at Birmingham), Hemant Tiwari (University of Alabama at Birmingham), Emily Levitan (University of Alabama at Birmingham)

Session participants

Michelle Shardell (Institute for Genome Sciences, University of Maryland School of Medicine)

Participant

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