Murali Haran
Associate Professor of Statistics
Research Summary
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
Huck Affiliations
Links
Publication Tags
Climate Calibration Uncertainty Model Climate Models Emulation Ice Modeling Model Calibration Earth (Planet) Projection Statistics Sea Ice Computer Model Time Series Method Output Infectious Diseases Methodology Dimension Reduction Gaussian Process Climate Modeling Generalized Linear Mixed Model Domestic Violence SensitivityMost Recent Papers
Modeling the Social and Spatial Proximity of Crime
Claire Kelling, Corina Graif, Gizem Korkmaz, Murali Haran, 2021, Journal of Quantitative Criminology on p. 481-516
Strategic testing approaches for targeted disease monitoring can be used to inform pandemic decision-making
James D. Nichols, Tiffany L. Bogich, Emily Howerton, Ottar N. Bjørnstad, Rebecca K. Borchering, Matthew Ferrari, Murali Haran, Christopher Jewell, Kim M. Pepin, William J.M. Probert, Juliet R.C. Pulliam, Michael C. Runge, Michael Tildesley, Cecile Viboud, Katriona Shea, 2021, PLoS Biology
PICAR
Ben Seiyon Lee, Murali Haran, 2021, Technometrics
Paenibacillus infection with frequent viral coinfection contributes to postinfectious hydrocephalus in Ugandan infants
Joseph N. Paulson, Brent L. Williams, Christine Hehnly, Nischay Mishra, Shamim A. Sinnar, Lijun Zhang, Paddy Ssentongo, Edith Mbabazi-Kabachelor, Dona S.S. Wijetunge, Benjamin Von Bredow, Ronnie Mulondo, Julius Kiwanuka, Francis Bajunirwe, Joel Bazira, Lisa M. Bebell, Kathy Burgoine, Mara Couto-Rodriguez, Jessica E. Ericson, Tim Erickson, Matthew Ferrari, Melissa Gladstone, Cheng Guo, Murali Haran, Mady Hornig, Albert M. Isaacs, Brian Nsubuga Kaaya, Sheila M. Kangere, Abhaya V. Kulkarni, Elias Kumbakumba, Xiaoxiao Li, David D. Limbrick, Joshua Magombe, Sarah U. Morton, John Mugamba, James Ng, Peter Olupot-Olupot, Justin Onen, Mallory R. Peterson, Farrah Roy, Kathryn Sheldon, Reid Townsend, Andrew D. Weeks, Andrew J. Whalen, John Quackenbush, Peter Ssenyonga, Michael Y. Galperin, Mathieu Almeida, Hannah Atkins, Benjamin C. Warf, W. Ian Lipkin, James R. Broach, Steven J. Schiff, 2020, Science Translational Medicine
A Function Emulation Approach for Doubly Intractable Distributions
Jaewoo Park, Murali Haran, 2020, Journal of Computational and Graphical Statistics on p. 66-77
A fast particle-based approach for calibrating a 3-d model of the antarctic ice sheet
Ben Seiyon Lee, Murali Haran, Robert W. Fuller, David Pollard, Klaus Keller, 2020, Annals of Applied Statistics on p. 605-634
Reduced-Dimensional Monte Carlo Maximum Likelihood for Latent Gaussian Random Field Models
Jaewoo Park, Murali Haran, 2020, Journal of Computational and Graphical Statistics on p. 269-283
Computer Model Calibration Based on Image Warping Metrics
Yawen Guan, Christian Sampson, J. Derek Tucker, Won Chang, Anirban Mondal, Murali Haran, Deborah Sulsky, 2019, Journal of Agricultural, Biological, and Environmental Statistics on p. 444-463
Quantifying spatio-temporal variation of invasion spread
Joshua Goldstein, Jaewoo Park, Murali Haran, Andrew Liebhold, Ottar N. Bjørnstad, 2019, Proceedings of the Royal Society B: Biological Sciences
Stilt
Roman Olson, Kelsey L. Ruckert, Won Chang, Klaus Keller, Murali Haran, Soon Il An, 2019, R Journal on p. 209-225
Most-Cited Papers
Dimension reduction and alleviation of confounding for spatial generalized linear mixed models
John Hughes, Murali Haran, 2013, Journal of the Royal Statistical Society. Series B: Statistical Methodology on p. 139-159
Piecing together the past
Martin P. Tingley, Peter F. Craigmile, Murali Haran, Bo Li, Elizabeth Mannshardt, Bala Rajaratnam, 2012, Quaternary Science Reviews on p. 1-22
A climate sensitivity estimate using Bayesian fusion of instrumental observations and an Earth System model
Roman Olson, Ryan Sriver, Marlos Goes, Nathan M. Urban, H. Damon Matthews, Murali Haran, Klaus Keller, 2012, Journal of Geophysical Research: Atmospheres
Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet
David Pollard, Won Chang, Murali Haran, Patrick Applegate, Robert DeConto, 2016, Geoscientific Model Development on p. 1697-1723
Uncertainty analysis in climate change assessments
Richard W. Katz, Peter F. Craigmile, Peter Guttorp, Murali Haran, Bruno Sansó, Michael L. Stein, 2013, Nature Climate Change on p. 769-771
Emulating a gravity model to infer the spatiotemporal dynamics of an infectious disease
Roman Jandarov, Murali Haran, Ottar Bjørnstad, Bryan Grenfell, 2014, Journal of the Royal Statistical Society. Series C: Applied Statistics on p. 423-444
Fast dimension-reduced climate model calibration and the effect of data aggregation
Won Chang, Murali Haran, Roman Olson, Klaus Keller, 2014, Annals of Applied Statistics on p. 649-673
Inferring likelihoods and climate system characteristics from climate models and multiple tracers
K. Sham Bhat, Murali Haran, Roman Olson, Klaus Keller, 2012, Environmetrics on p. 345-362
What is the effect of unresolved internal climate variability on climate sensitivity estimates?
R. Olson, R. Sriver, W. Chang, M. Haran, N. M. Urban, K. Keller, 2013, Journal of Geophysical Research: Atmospheres on p. 4348-4358
Calibrating an Ice Sheet Model Using High-Dimensional Binary Spatial Data
Won Chang, Murali Haran, Patrick Applegate, David Pollard, 2016, Journal of the American Statistical Association on p. 57-72