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07/05/2023
Unveiling Causal Mediation Pathways in High-Dimensional Mixed Exposures: A Data-Adaptive Target Parameter Strategy
Mediation analysis in causal inference typically concentrates on one bin...
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05/30/2023
Transfer Learning With Efficient Estimators to Optimally Leverage Historical Data in Analysis of Randomized Trials
Randomized controlled trials (RCTs) are a cornerstone of comparative eff...
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05/03/2023
Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions
In many fields, including environmental epidemiology, researchers strive...
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09/28/2021
Evaluating the Robustness of Targeted Maximum Likelihood Estimators via Realistic Simulations in Nutrition Intervention Trials
Several recently developed methods have the potential to harness machine...
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05/16/2021
General order adjusted Edgeworth expansions for generalized t-tests
We develop generalized approach to obtaining Edgeworth expansions for t-...
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06/12/2020
Targeting Learning: Robust Statistics for Reproducible Research
Targeted Learning is a subfield of statistics that unifies advances in c...
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04/24/2017
