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stat.ME2024
Semiparametric Discovery and Estimation of Interaction in Mixed Exposures using Stochastic Interventions
David B. McCoy, Alan E. Hubbard, Alejandro Schuler +1
This study introduces a nonparametric definition of interaction and provides an approach to both interaction discovery and efficient estimation of this parameter. Using stochastic…
stat.ME2024
Discovery of Critical Thresholds in Mixed Exposures and Estimation of Policy Intervention Effects using Targeted Learning
David McCoy, Alan Hubbard, Alejandro Schuler +1
Traditional regulations of chemical exposure tend to focus on single exposures, overlooking the potential amplified toxicity due to multiple concurrent exposures. We are interested…