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02/15/2023
Cross-Validated Decision Trees with Targeted Maximum Likelihood Estimation for Nonparametric Causal Mixtures Analysis
Exposure to mixtures of chemicals, such as drugs, pollutants, and nutrie...
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09/21/2021
Personalized Online Machine Learning
In this work, we introduce the Personalized Online Super Learner (POSL) ...
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05/12/2021
Estimation of population size based on capture recapture designs and evaluation of the estimation reliability
We propose a modern method to estimate population size based on capture-...
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09/27/2019
A Data-Adaptive Targeted Learning Approach of Evaluating Viscoelastic Assay Driven Trauma Treatment Protocols
Estimating the impact of trauma treatment protocols is complicated by th...
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11/09/2018
A Fundamental Measure of Treatment Effect Heterogeneity
In this paper we offer an asymptotically efficient, non-parametric way t...
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03/13/2018