Publications

2021
Xiao Wu, Kate R Weinberger, Gregory A Wellenius, Francesca Dominici, and Danielle Braun. 2021. “Assessing the causal effects of a stochastic intervention in time series data: Are heat alerts effective in preventing deaths and hospitalizations?” arXiv preprint arXiv:2102.10478.
Angelico Mendy, Xiao Wu, Jason L Keller, Cecily S Fassler, Senu Apewokin, Tesfaye B Mersha, Changchun Xie, and Susan M Pinney. 2021. “Long-term exposure to fine particulate matter and hospitalization in COVID-19 patients.” Respiratory medicine, Pp. 106313.
2020
X Wu, RC Nethery, MB Sabath, D Braun, and F Dominici. 2020. “Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecological regression analysis.” Science advances, 6, 45, Pp. eabd4049.
X Wu, D Braun, J Schwartz, MA Kioumourtzoglou, and F Dominici. 2020. “Evaluating the impact of long-term exposure to fine particulate matter on mortality among the elderly.” Science Advances, Pp. eaba5692.
Xiao Wu, Rachel C Nethery, Benjamin M Sabath, Danielle Braun, and Francesca Dominici. 2020. “Exposure to air pollution and COVID-19 mortality in the United States.” medRxiv.
Liuhua Shi, Xiao Wu, Mahdieh Danesh Yazdi, Danielle Braun, Yara Abu Awad, Yaguang Wei, Pengfei Liu, Qian Di, Yun Wang, Joel Schwartz, and others. 2020. “Long-term effects of PM2· 5 on neurological disorders in the American Medicare population: a longitudinal cohort study.” The Lancet Planetary Health.
Xiao Wu, Yi Xu, and Bradley P Carlin. 2020. “Optimizing interim analysis timing for Bayesian adaptive commensurate designs.” Statistics in Medicine, 39, 4, Pp. 424–437.
2019
Xiao Wu, Danielle Braun, Marianthi-Anna Kioumourtzoglou, Christine Choirat, Qian Di, and Francesca Dominici. 2019. “Causal inference in the context of an error prone exposure: air pollution and mortality.” The annals of applied statistics, 13, 1, Pp. 520.
2018
Xiao Wu, Fabrizia Mealli, Marianthi-Anna Kioumourtzoglou, Francesca Dominici, and Danielle Braun. 2018. “Matching on generalized propensity scores with continuous exposures.” arXiv preprint arXiv:1812.06575.
2017
Joong-Ho Won, Xiao Wu, Sang Han Lee, and Ying Lu. 2017. “Cross-sectional design with a short-term follow-up for prognostic imaging biomarkers.” Computational Statistics & Data Analysis, 113, Pp. 154–176.