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 Model Uncertainty Climate Models Model Calibration Ice Modeling Emulation Projection Statistics Bayesian Inference Computer Model Sea Ice Time Series Output Spatial Data Method Infectious Diseases Dimension Reduction Methodology Gaussian Process Climate Modeling Earth (Planet) Random Graphs

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

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, 2020, Journal of Computational and Graphical Statistics on p. 66-77

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

Jaewoo Park, Murali Haran, 2020, Journal of Computational and Graphical Statistics on p. 269-283

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

Joshua Goldstein, Jaewoo Park, Murali Haran, Andrew Liebhold, Ottar N. Bjørnstad, 2019, Proceedings of the Royal Society B: Biological Sciences

Roman Olson, Kelsey L. Ruckert, Won Chang, Klaus Keller, Murali Haran, Soon Il An, 2019, R Journal on p. 209-225

Most-Cited Papers

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

Piecing together the past: Statistical insights into paleoclimatic reconstructions

Martin P. Tingley, Peter F. Craigmile, Murali Haran, Bo Li, Elizabeth Mannshardt, Bala Rajaratnam, 2012, Quaternary Science Reviews on p. 1-22

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

Roman Olson, Ryan Sriver, Marlos Goes, Nathan M. Urban, H. Damon Matthews, Murali Haran, Klaus Keller, 2012, Journal of Geophysical Research: Atmospheres

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

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

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

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

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

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