Englert JR*, Ebelt ST, Chang HH. Modeling Joint Health Effects of Environmental Exposure Mixtures With Bayesian Additive Regression Trees. Stat Med. 2025 Sep;44(20-22):e70250. doi: 10.1002/sim.70250. PMID: 40911373. (link)
Zhang D*, Ebelt ST, Scovronick NC, Chang HH. Modeling Time-varying Dispersion to Improve Estimation of the Short-term Health Effect of Environmental Exposure in a Time-series Design. Epidemiology. 2025 Jul 1;36(4):450-457. doi: 10.1097/EDE.0000000000001856. Epub 2025 Mar 31. (link)
Englert J*, Ebelt S, Chang H. Estimating heterogeneous exposure effects in the case-crossover design using BART. Journal of the American Statistical Association, accepted. (link)
Zhang Y, Chang HH, Warren JL, Ebelt ST. A scalar-on-quantile-function approach for estimating short-term health effects of environmental exposures. Biometrics 80:ujae008, 2024. (link)
Jiang S*, Warren JL, Scovronick N, Moss S, Darrow LA, Strickland MJ, Newman AJ, Chen Y, Ebelt S, Chang HH. Using logic regression to characterize extreme heat exposures and their health associations: a time-series study of emergency department visits in Atlanta. BMC Medical Research Methodology 21:87, 2021. (link)
Reich BJ, Guan Y, Fourches D, Warren JL, Sarnat SE, Chang HH. Integrative statistical methods for exposure mixtures and health. Annals of Applied Statistics 14(4):1945-1963, 2020. (link)
