Publications

2025

1. Robust Statistical Approaches to Understanding the Causal Effect of Air Pollution Mixtures

   Joseph Antonelli, Heejun Shin, Suyean Kang, Alexander Franks, Michelle Audirac, and Danielle Braun

   Health Effects Institute, 2025

   Journal
2. Treatment Effect Heterogeneity and Importance Measures for Multivariate Continuous Treatments

   Heejun Shin, Antonio Linero, Michelle Audirac, Kezia Irene, Danielle Braun, and Joseph Antonelli

   The Annals of Applied Statistics, 2025

   arXiv Journal

2023

1. A spatial interference approach to account for mobility in air pollution studies with multivariate continuous treatments

   Heejun Shin, Danielle Braun, Kezia Irene, Michelle Audirac, and Joseph Antonelli

   Journal of the American Statistical Association (Under revision), 2023

   arXiv
2. Improved inference for doubly robust estimators of heterogeneous treatment effects

   Heejun Shin, and Joseph Antonelli

   Biometrics, 2023

   arXiv Journal