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

  • Keller JP and Rice KM. Selecting shrinkage parameters for effect estimation: the Multi-Ethnic Study of Atherosclerosis. American Journal of Epidemiology. In Press. 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