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Statistical computing (Markov chain Monte Carlo algorithms); spatial models (Gaussian random field models); methods for complex computer models; interdisciplinary collaborations in environmental sciences, climate science, disease modeling, ecology
J Park, J Goldstein, M Haran, M Ferrari. (2017) An Ensemble Approach to Predicting the Impact of Vaccination on Rotavirus Disease in Niger. arXiv preprint arXiv:1705.02423.
Pollard, D., Chang, W., Haran, M., Applegate, P., and DeConto, R. (2016) "Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet: comparison of simple and advanced statistical techniques", to appear in Geoscientific Model Development (gmd-2015-234)
Goldstein, J., Haran, M., Bjornstad, Liebhold, A. (2015) "Quantifying Spatio_Temporal Variation of Invasion Spread," submitted for publication in Methods in Ecology and Evolution
Russell, J., Hanks, E.M., and Haran, M. (2015), Dynamic Models of Animal Movement with Spatial Point Process Interactions, under revision for Journal of Agricultural, Biological and Environmental Statistics
Chang, W., Haran, M., Applegate, P., and Pollard, D. (2015) Calibrating an ice sheet model using high-dimensional non-Gaussian spatial data , submitted for publication
Goldstein, J., Haran, M., Simeonov, I., Fricks, J., and Chiaromonte, F. (2015) An attraction-repulsion point process model for respiratory syncytial virus infections Biometrics (Winner of student paper competition at the Graybill/ENVR 2014 conference) (in press)
Chang, W., Haran, M., Olson, R., and Keller, K. (2014) Fast dimension-reduced climate model calibration and the effect of data aggregation, the Annals of Applied Statistics, 8, 2, pp 649--673. (Winner of the 2014 American Statistical Association Section on Statistics and the Environment Student Paper Competition)
Jandarov, R., Haran, M., Bjornstad, O.N. and Grenfell, B.T. (2014) Emulating a gravity model to infer the spatiotemporal dynamics of an infectious disease Journal of the Royal Statistical Society, Series C, 63, 3, pp. 423-444.
Katz, R.W., Craigmile, P.F., Guttorp, P., Haran, M., Sanso, B. and Stein, M.L. (2013) Uncertainty Analysis in Climate Change Assessments , Nature Climate Change, 3, 769-771
Hughes, J. and Haran, M. (2012), Dimension Reduction and Alleviation of Confounding for Spatial Generalized Linear Mixed Models , to appear in the Journal of the Royal Statistical Society, Series B
Jandarov, R., Haran, M., and Ferrari, M. (2012) "A Compartmental Model for Meningitis: Separating Transmission from Climate Effects on Disease Incidence," to appear in Journal of Agricultural, Biological and Environmental Statistics.