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Doubly robust confidence sequences for sequential causal inference

Mar 11, 2021
Ian Waudby-Smith, David Arbour, Ritwik Sinha, Edward H. Kennedy, Aaditya Ramdas

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Median Optimal Treatment Regimes

Mar 02, 2021
Liu Leqi, Edward H. Kennedy

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Counterfactual Predictions under Runtime Confounding

Jun 30, 2020
Amanda Coston, Edward H. Kennedy, Alexandra Chouldechova

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Counterfactual Risk Assessments, Evaluation, and Fairness

Aug 30, 2019
Amanda Coston, Alexandra Chouldechova, Edward H. Kennedy

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Incremental Intervention Effects in Studies with Many Timepoints, Repeated Outcomes, and Dropout

Jul 09, 2019
Kwangho Kim, Edward H. Kennedy, Ashley I. Naimi

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Causal effects based on distributional distances

Jun 08, 2018
Kwangho Kim, Jisu Kim, Edward H. Kennedy

* 31 pages 

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