Heejun Shin

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heejunshin@hsph.harvard.edu

I am a postdoctoral research fellow at Harvard University, working under the mentorship of Dr. Francesca Dominici in the National Studies on Air Pollution and Health (NSAPH) group. Before joining Harvard, I completed my Ph.D. in Statistics at the University of Florida, where I was mentored by Dr. Joseph Antonelli. My research interests lie in causal inference, flexible Bayesian models, and more broadly, environmental statistics.

News

Oct 10, 2024 Talk: Konkuk University, “Treatment Effect Heterogeneity and Importance Measures for Multivariate Continuous Treatments”
Jul 18, 2024 Talk: WebENAR “Improved inference for doubly robust estimators of heterogeneous treatment effects”
Jan 15, 2024 Award: ASA 2024 Biometrics Section Early Investigator Awards for “Treatment Effect Heterogeneity and Importance Measures for Multivariate Continuous Treatments.”

Selected Publications

2024

  1. Treatment Effect Heterogeneity and Importance Measures for Multivariate Continuous Treatments
    Heejun Shin, Antonio Linero, Michelle Audirac, Kezia Irene, Danielle Braun, and Joseph Antonelli
    Annals of Applied Statistics (Under revision), 2024
    arXiv

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
    2023
    arXiv
  2. Improved inference for doubly robust estimators of heterogeneous treatment effects
    Heejun Shin, and Joseph Antonelli
    Biometrics, 2023
    arXiv Journal