Superfund Research Program

Optimizing Sampling and Statistical Analysis for Hazardous Waste Site Assessment

Project Leader: Brent A. Coull
Co-Investigator: Peter Toscas (Commonwealth Scientific Industrial Research Organization (CSIRO))
Grant Number: P42ES016454
Funding Period: 2010-2015

Project-Specific Links

Publications

2022

• Devick K, Bobb JF, Mazumdar M, Claus Henn B, Bellinger DC, Wright RO, Williams PL, Coull BA, Valeri L, Christiani DC. 2022. Bayesian kernel machine regression-causal mediation analysis. Stat Med doi:10.1002/sim.9255 PMID:34993981
• Liu J, Deng W, Lee JJ, Lin PD, Valeri L, Christiani DC, Bellinger DC, Wright RO, Mazumdar M, Coull BA. 2022. A cross-validated ensemble approach to robust hypothesis testing of continuous nonlinear interactions: applications of nutrition-environment studies. J Am Stat Assoc 117(538):561-573. doi:10.1080/01621459.2021.1962889 PMID:36310839 PMCID:PMC9611147

2021

• Liu J, Lee JJ, Lin PD, Valeri L, Christiani DC, Bellinger DC, Wright RO, Mazumdar M, Coull BA. 2021. A cross-validated Ensemble Approach to Robust Hypothesis Testing of Continuous Nonlinear Interactions: Application to Nutrition-Environment Studies. J Am Stat Assoc 13:

2020

• Antonelli J, Mazumdar M, Bellinger DC, Christiani DC, Wright RO, Coull BA. 2020. Estimating the health effects of environmental mixtures using bayesian semiparametric regression and sparsity inducing priors. Annals of Applied Statistics 14:257-275. doi:10.1214/19-aoas1307

2015

• Alexeeff SE, Schwartz J, Kloog I, Chudnovsky A, Koutrakis P, Coull BA. 2015. Consequences of kriging and land use regression for PM25 predictions in epidemiologic analyses: insights into spatial variability using high-resolution satellite data. J Expo Sci Environ Epidemiol 25(2):138-144. doi:10.1038/jes.2014.40 PMID:24896768 PMCID:PMC4758216
• Bobb JF, Valeri L, Henn BC, Wright RO, Mazumdar M, Godleski J, Coull BA, Christiani DC. 2015. Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures. Biostatistics 16(3):493-508. doi:10.1093/biostatistics/kxu058 PMID:25532525
• Meyer M, Coull BA, Versace F, Cinciripini P, Morris JS. 2015. Bayesian function-on-function regression for multilevel functional data. Biometrics 71(3):563-574. doi:10.1111/biom.12299 PMID:25787146 PMCID:PMC4575250

2014

• Bliznyuk N, Paciorek CJ, Schwartz J, Coull BA. 2014. Nonlinear predictive latent process models for integrating spatio-temporal exposure data from multiple sources. Annals of Applied Statistics 8(3):1538-1560. doi:10.1214/14-aoas737
• Claus Henn B, Coull BA, Wright RO. 2014. Chemical mixtures and children's health. Curr Opin Pediatr 26(2):223-229. doi:10.1097/MOP.0000000000000067 PMID:24535499 PMCID:PMC4043217

2012

• Sofer T, Maity A, Coull BA, Baccarelli A, Schwartz J, Lin X. 2012. Multivariate gene selection and testing in studying the exposure effects on a gene set. Stat Biosci 4(2):319-338. doi:10.1007/s12561-012-9072-7 PMID:23264831 PMCID:PMC3524591