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

Model Calibration Climate Uncertainty Model Calibration Projection Bayesian Inference Modeling Ice Sampling Emulation Spatial Data Infectious Diseases Dimension Reduction Markov Chain Monte Carlo Earth (Planet) Random Graphs Graph Model High Dimensional Maximum Likelihood Decision Making Data Aggregation Gravity Model Confounding Domestic Violence

Most Recent Publications

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

Samantha M. Roth, Ben Seiyon Lee, Sanjib Sharma, Iman Hosseini-Shakib, Klaus Keller, Murali Haran, 2022, Environmetrics

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

Jaewoo Park, Murali Haran, 2020, Journal of Computational and Graphical Statistics on p. 66-77

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

Ben Seiyon Lee, Murali Haran, Robert W. Fuller, David Pollard, Klaus Keller, 2020, Annals of Applied Statistics on p. 605-634

Most-Cited Papers

John Hughes, Murali Haran, 2013, Journal of the Royal Statistical Society. Series B: Statistical Methodology on p. 139-159

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

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

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

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

R. Olson, R. Sriver, W. Chang, M. Haran, N. M. Urban, K. Keller, 2013, Journal of Geophysical Research: Atmospheres on p. 4348-4358

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