For a complete list of publications, please see my Google Scholar page.


  • Keller JP, Katz J, Pokhrel AK, Bates MN, Tielsch J, and Zeger SL. A hierarchical model for estimating exposure-response curves from multiple studies.

Published Papers

  • Keller JP and Szpiro AA. 2020. Selecting a Scale for Spatial Confounding Adjustment. 2020. Journal of the Royal Statistical Society, Series A, 183 Part 3:1121-1143. doi:10.1111/rssa.12556

  • Dunlop JH, Keller JP, Peng RD, and Keet CA. The Effect of Season of Birth on Atopic Dermatitis and Food Allergy. Annals of Allergy, Asthma & Immunology. In Press. doi:10.1016/j.anai.2020.04.034

  • McGowan EC, Keller JP, Dellon E, Peng RD, and Keet CA. Prevalence and Geographic Distribution of Pediatric Eosinophilic Esophagitis in the 2012 US Medicaid Population. Journal of Allergy and Clinical Immunology-In Practice. In Press. doi:10.1016/j.jaip.2020.04.009

  • Keller JP and Peng RD. 2019. Error in Estimating Area-Level Air Pollution Exposures for Epidemiology. Environmetrics, 30:8. doi:10.1002/env.2573

  • White AJ, Keller JP, Zhao S, Carroll R, Kaufman JD, and Sandler DP. 2019. Air pollution, clustering of particulate matter components and breast cancer. Environmental Health Perspectives, 127:10. doi:10.1289/EHP5131

  • White AJ, Kresovich JK, Keller JP, Xu Z, Kaufman JD, Weinberg CR, Taylor JA, and Sandler DP. 2019. Air pollution, particulate matter composition and methylation-based biologic age. Environment International, 132. doi: 10.1016/j.envint.2019.105071

  • Young BN, Peel JL, Benka-Coker ML, Rajkumar S, Walker ES, Brook RD, Nelson TL, Volckens J, L’Orange C, Good N, Quinn C, Keller JP, Weller ZD, Africano S, Osorto Pinel AB, Clark ML. 2019. Study protocol for a stepped-wedge randomized cookstove intervention in rural Honduras: Household air pollution and cardiometabolic health. BMC Public Health, 19:903. doi:10.1186/s12889-019-7214-2

  • Keller JP, Larson TV, Austin E, Barr RG, Sheppard L, Vedal S, Kaufman JD, and Szpiro AA. 2018. Pollutant composition modification of the effect of air pollution on progression of coronary artery calcium: the Multi-Ethnic Study of Atherosclerosis. Environmental Epidemiology, 2(3):e024. doi:10.1097/EE9.0000000000000024

  • Keet CA, Keller JP, and Peng RD. 2018. Long-term coarse PM is associated with asthma among children in Medicaid. American Journal of Respiratory and Critical Care Medicine, 197(6):737-746. doi:10.1164/rccm.201706-1267OC

  • Keller JP and Rice KM. 2018. Selecting shrinkage parameters for effect estimation: the Multi-Ethnic Study of Atherosclerosis. American Journal of Epidemiology, 187(2), 358-365. doi:10.1093/aje/kwx225
    R Package ‘eshrink’.

  • Keller JP, Drton M, Larson T, Kaufman JD, Sandler DP, and Szpiro AA. 2017. Covariate-adaptive clustering of exposures for air pollution epidemiology cohorts. Annals of Applied Statistics, 11(1), 93-113. doi:10.1214/16-AOAS992
    R Package ‘predkmeans’.

  • Keller JP, Chang HH, Strickland MJ, and Szpiro AA. 2017. Measurement Error Correction for Predicted Spatiotemporal Air Pollution Exposures. Epidemiology, 28, 338-345. doi:10.1097/EDE.0000000000000623

  • Kim S-Y, Olives C, Sheppard L, Sampson PD, Larson TV, Keller JP, and Kaufman JD. 2017. Historical prediction modeling approach for estimating long-term concentrations of PM2.5 in cohort studies before the 1999 implementation of widespread monitoring. Environmental Health Perspectives, 125, 38-46. doi:10.1289/EHP131

  • Wang M, Sampson PD, Hu J, Kleeman M, Keller JP, Olives C, Szpiro AA, Vedal S, and Kaufman JD. 2016. Combining land-use regression and chemical transport modeling in a spatiotemporal geostatistical model for ozone and PM2.5. Environmental Science & Technology, 50(10), 5111-5118. doi:10.1021/acs.est.5b06001

  • Wang M, Keller JP, Adar SD, Kim S-Y, Larson TV, Olives C, Sampson PD, Sheppard L, Szpiro AA, Vedal S, and Kaufman JD. 2015. Development of Long-term Spatiotemporal Models for Ambient Ozone in Six Metropolitan regions of the United States: the MESA Air Study. Atmospheric Environment, 123, 79-87. doi:10.1016/j.atmosenv.2015.10.042

  • Keller JP, Olives C, Kim S-Y, Sheppard L, Sampson PD, Szpiro AA, Oron AP, Lindström J, Vedal S, and Kaufman JD. 2015. A unified spatiotemporal modeling approach for prediction of multiple air pollutants in the Multi-Ethnic Study of Atherosclerosis and Air Pollution. Environmental Health Perspectives, 123(4), 301-309. doi:10.1289/ehp.1408145