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

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Publication Tags

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Calibration Model Uncertainty Projection Model Calibration Ice Climate Modeling Sampling High Dimensional Bayesian Inference Spatial Data Markov Chain Monte Carlo Vaccination Parameter Maximum Likelihood Infectious Diseases Decision Making Data Aggregation Domestic Violence Generalized Linear Mixed Model Gravity Model Childhood Climate Models Ice Sheet

Most Recent Publications

Samantha Roth, Ben Seiyon Lee, Robert E. Nicholas, Klaus Keller, Murali Haran, 2024, Remote Sensing

Bokgyeong Kang, Sandra Goldlust, Elizabeth C. Lee, John Hughes, Shweta Bansal, Murali Haran, 2023, Vaccine on p. 3189-3195

Samantha M. Roth, Ben Seiyon Lee, Sanjib Sharma, Iman Hosseini-Shakib, Klaus Keller, Murali Haran, 2023, Environmetrics

Sanjib Sharma, Benjamin Seiyon Lee, Iman Hosseini-Shakib, Murali Haran, Klaus Keller, 2023, Earth's Future

Claire Kelling, Murali Haran, 2022, Spatial Statistics

Won Chang, Bledar A. Konomi, Georgios Karagiannis, Yawen Guan, Murali Haran, 2022, Annals of Applied Statistics on p. 1937-1961

Ben Seiyon Lee, Murali Haran, 2022, Technometrics on p. 187-198

Claire Kelling, Corina Graif, Gizem Korkmaz, Murali Haran, 2021, Journal of Quantitative Criminology on p. 481-516

Jaewoo Park, Murali Haran, 2021, Journal of Computational and Graphical Statistics on p. 269-283

James Nichols, Tiffany Bogich, Emily Howerton, Bj\ornstad, Ottar N, Ottar N. Bjørnstad, Rebecca Borchering, Matthew Ferrari, Murali Haran, Christopher Jewell, K Pepin, William Probert, others, Juliet R.C. Pulliam, Michael C. Runge, Michael Tildesley, Cecile Viboud, Katriona Shea, 2021, PLoS Biology on p. e3001307

Most-Cited Papers

David Pollard, Won Chang, Murali Haran, Patrick Applegate, Robert DeConto, 2016, Geoscientific Model Development on p. 1697-1723

Jaewoo Park, Murali Haran, 2018, Journal of the American Statistical Association on p. 1372-1390

Won Chang, Murali Haran, Roman Olson, Klaus Keller, 2014, Annals of Applied Statistics on p. 649-673

Won Chang, Murali Haran, Patrick Applegate, David Pollard, 2016, Journal of the American Statistical Association on p. 57-72

Roman Jandarov, Murali Haran, Ottar Bjørnstad, Bryan Grenfell, 2014, Journal of the Royal Statistical Society. Series C: Applied Statistics on p. 423-444

Matthew M. Tibbits, Chris Groendyke, Murali Haran, John C. Liechty, 2014, Journal of Computational and Graphical Statistics on p. 543-563

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

Yawen Guan, Murali Haran, 2018, Journal of Computational and Graphical Statistics on p. 701-714