Research Interest
My research interests involve applying statistical methods such as generalized linear models, spatio-temporal statistics, generalized method of moments, Bayesian analysis to environmental and health policy.
Publications
Helpler, S., Kaufeld, K.A., Kline, D. Integrating public health surveillance and environmental data to inform spatial presence of histoplasma in the United States. (To appear in Epidemiology)
Gorris, M.E., Bartlow, A.W., Romero-Alvarez, D., Temple, S., Fair, J.M., Kaufeld, K.A., Del Valle, Sara, Manore, C. (2021) Species distribution maps of Culex mosquitos, important vectors of West Nile virus. Plos Neglected Tropical Diseases
Hamada, M. S. Kaufeld, K.A. (2021). Nonlinear Error-in-Variables Regression with the Error-in-Variables Distribution Estimated by Censored Data. Statistics and Applications, 19(1), pp 115–124.
Coleman, T., Dorn, M.F., Kaufeld, K., and Mentch, L., (2021). Forecasting Hurricane Related Power Outages via Locally Optimized Random Forests. Stat, 10(1), p.e346.
Bartlow, A., Manore, C., Xu, C., Kaufeld, K.A., Del Valle, S., Ziemann, A., Fairchild, G., Fair, Jeanne. (2019). Forecasting Zoonotic Infectious Disease Response to Climate Change: Mosquito Vectors and a Changing Environment. Veterinary Sciences, 6(2).
Kaufeld, K. A., Fuentes, M., Reich, B. J., Herring, A. H., Shaw, G. M., \& Terres, M. A. (2017). A Multivariate Dynamic Spatial Factor Model for Speciated Pollutants and Adverse Birth Outcomes. International Journal of Environmental Research and Public Health, 14(9), 1046.
Taylor-Rodriguez, D., Kaufeld, K.A., Schliep, E. M., Clark, J. S., \& Gelfand, A. E. (2017). Joint species distribution modeling: dimension reduction using Dirichlet processes. \textit{Bayesian Analysis}, 12(4), 939-967.
Kaufeld, K.A., Heaton., M.J., Sain, S.R. Spatio-Temporal Modeling of Mountain Pine Beetle Damage. (2014) Journal of Agricultural, Biological, and Environmental Statistics.
McDevitt, T.M., Hess, C.A., Leesatayakun, M., Sheehan, E.P., Kaufeld, K.A. (2012). A Cross-Sectional Study of Career Aspirations in Thai Children in an International School in Bangkok. Journal of Career Development.
Kaufeld, K.A., Moore, J., Bretfeld, M., Franklin, S. Do Species’ Suites Track Shifts in Disturbance and Climate Regimes?" Journal of Vegetation Science (submitted)
Gorris, M.E., Bartlow, A.W., Romero-Alvarez, D., Temple, S., Fair, J.M., Kaufeld, K.A., Del Valle, Sara, Manore, C. (2021) Species distribution maps of Culex mosquitos, important vectors of West Nile virus. Plos Neglected Tropical Diseases
Hamada, M. S. Kaufeld, K.A. (2021). Nonlinear Error-in-Variables Regression with the Error-in-Variables Distribution Estimated by Censored Data. Statistics and Applications, 19(1), pp 115–124.
Coleman, T., Dorn, M.F., Kaufeld, K., and Mentch, L., (2021). Forecasting Hurricane Related Power Outages via Locally Optimized Random Forests. Stat, 10(1), p.e346.
Bartlow, A., Manore, C., Xu, C., Kaufeld, K.A., Del Valle, S., Ziemann, A., Fairchild, G., Fair, Jeanne. (2019). Forecasting Zoonotic Infectious Disease Response to Climate Change: Mosquito Vectors and a Changing Environment. Veterinary Sciences, 6(2).
Kaufeld, K. A., Fuentes, M., Reich, B. J., Herring, A. H., Shaw, G. M., \& Terres, M. A. (2017). A Multivariate Dynamic Spatial Factor Model for Speciated Pollutants and Adverse Birth Outcomes. International Journal of Environmental Research and Public Health, 14(9), 1046.
Taylor-Rodriguez, D., Kaufeld, K.A., Schliep, E. M., Clark, J. S., \& Gelfand, A. E. (2017). Joint species distribution modeling: dimension reduction using Dirichlet processes. \textit{Bayesian Analysis}, 12(4), 939-967.
Kaufeld, K.A., Heaton., M.J., Sain, S.R. Spatio-Temporal Modeling of Mountain Pine Beetle Damage. (2014) Journal of Agricultural, Biological, and Environmental Statistics.
McDevitt, T.M., Hess, C.A., Leesatayakun, M., Sheehan, E.P., Kaufeld, K.A. (2012). A Cross-Sectional Study of Career Aspirations in Thai Children in an International School in Bangkok. Journal of Career Development.
Kaufeld, K.A., Moore, J., Bretfeld, M., Franklin, S. Do Species’ Suites Track Shifts in Disturbance and Climate Regimes?" Journal of Vegetation Science (submitted)