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stat.ME2024
Bayesian Nonparametric Trees for Principal Causal Effects
Chanmin Kim, Corwin Zigler
Principal stratification analysis evaluates how causal effects of a treatment on a primary outcome vary across strata of units defined by their treatment effect on some intermediat…
stat.ME2024
Causal Analysis of Air Pollution Mixtures: Estimands, Positivity, and Extrapolation
Joseph Antonelli, Corwin Zigler
Causal inference for air pollution mixtures is an increasingly important issue with appreciable challenges. When the exposure is a multivariate mixture, there are many exposure con…