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
Most Recent Publications
Analyzing Changes in the Atlantic Meridional Overturning Circulation 1 Using Oceanic Oxygen and Chlorofluorocarbon Observations 2
Joshua Dorin, K Bhat, Murali Haran, K Keller, Geophysical Research Letters on p. 12
Fast Bayesian Inference for Spatial Mean-Parameterized Conway–Maxwell–Poisson Models
Bokgyeong Kang, John Hughes, Murali Haran, 2024, Journal of Computational and Graphical Statistics on p. 1--10
Measuring sample quality in algorithms for intractable normalizing function problems
Bokgyeong Kang, J Hughes, Murali Haran, 2024, Journal of Machine Learning Research on p. 1--32
Bayesian Spatial Models for Projecting Corn Yields
Samantha Roth, Ben Seiyon Lee, Robert E. Nicholas, Klaus Keller, Murali Haran, 2024, Remote Sensing
Spatial distribution and determinants of childhood vaccination refusal in the United States
Bokgyeong Kang, Sandra Goldlust, Elizabeth C. Lee, John Hughes, Shweta Bansal, Murali Haran, 2023, Vaccine on p. 3189-3195
Flood hazard model calibration using multiresolution model output
Samantha M. Roth, Ben Seiyon Lee, Sanjib Sharma, Iman Hosseini-Shakib, Klaus Keller, Murali Haran, 2023, Environmetrics
Neglecting Model Parametric Uncertainty Can Drastically Underestimate Flood Risks
Sanjib Sharma, Benjamin Seiyon Lee, Iman Hosseini-Shakib, Murali Haran, Klaus Keller, 2023, Earth's Future
A Shared Component Point Process Model for Urban Policing
Claire Kelling, Murali Haran, 2023, arXiv preprint arXiv:2303.00206
A class of models for large zero-inflated spatial data
B Lee, Ben Seiyon Lee, Murali Haran, 2023, Journal of Agricultural, Biological, and Environmental Statistics on p. arXiv--2304
A two-stage Cox process model with spatial and nonspatial covariates
Claire Kelling, Murali Haran, 2022, Spatial Statistics
Most-Cited Papers
Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet: Comparison of simple and advanced statistical techniques
David Pollard, Won Chang, Murali Haran, Patrick Applegate, Robert DeConto, 2016, Geoscientific Model Development on p. 1697-1723
Calibrating an Ice Sheet Model Using High-Dimensional Binary Spatial Data
Won Chang, Murali Haran, P Applegate, D Pollard, 2016, Journal of the American Statistical Association on p. 57--72
Bayesian Inference in the Presence of Intractable Normalizing Functions
Jaewoo Park, Murali Haran, 2018, Journal of the American Statistical Association on p. 1372-1390
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 on p. eaba0565
Multidecadal Scale Detection Time for Potentially Increasing Atlantic Storm Surges in a Warming Climate
Benjamin Seiyon Lee, Murali Haran, Klaus Keller, 2017, Geophysical Research Letters on p. 10,617-10,623
A Computationally Efficient Projection-Based Approach for Spatial Generalized Linear Mixed Models
Yawen Guan, Murali Haran, 2018, Journal of Computational and Graphical Statistics on p. 701-714
Modeling the Social and Spatial Proximity of Crime: Domestic and Sexual Violence Across Neighborhoods
Claire Kelling, Corina Graif, Gizem Korkmaz, Murali Haran, 2021, Journal of Quantitative Criminology on p. 481-516
A spatially varying stochastic differential equation model for animal movement
James Russell, Ephraim M. Hanks, Murali Haran, David Hughes, 2018, Annals of Applied Statistics on p. 1312-1331
A fast particle-based approach for calibrating a 3-d model of the antarctic ice sheet
Ben Seiyon Lee, B Lee, Murali Haran, Robert Fuller, D Pollard, K Keller, 2019, Annals of Applied Statistics on p. arXiv--1903
Dynamic Models of Animal Movement with Spatial Point Process Interactions
James Russell, Ephraim M. Hanks, Murali Haran, 2016, Journal of Agricultural, Biological, and Environmental Statistics on p. 22--40