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
S1 Proof of Propositions 1 and 2
Won Chang, Murali Haran, Roman Olson, K Keller,
EVALUATE UNCERTAINTY FROM SNOW PROCESSES OF A PHYSICS-BASED INTEGRATED HYDROLOGIC MODEL USING GLUE AND GAUSSIAN PROCESS EMULATOR
Xuan Yu, C Duffy, Murali Haran,
Algorithms for Models with Intractable Normalizing Functions
Murali Haran, Bokgyeong Kang, Jaewoo Park,
Gaussian Processes for Inference with Implicit Likelihoods
Murali Haran,
Correlation and Regression Analysis on Atlantic Tide Level Data
Beckett Cromer, Benjamin Lee, Murali Haran,
DISCRIMINATING BETWEEN CLIMATE MODEL FORCING SCENARIOS USING BAYESIAN, PROXY-BASED RECONSTRUCTION
MP Tingley, PF Craigmile, Murali Haran, B Li, E Mannshardt, B Rajaratnam,
A Penn State Center for Climate Risk Management (CRIM)
K Davis, Murali Haran, K Keller, A Kleit, J Shortle, N Tuana, T Wagener,
A statistical interpretation of surface ocean temperature trends during the Paleocene-Eocene Thermal Maximum
N Urban, T Bralower, Murali Haran, K Keller,
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
Spatial Interpolation for Missing Temperature Data
Yanrong Mu, B Lee, Murali Haran,
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
Bayesian Inference in the Presence of Intractable Normalizing Functions
Jaewoo Park, Murali Haran, 2018, Journal of the American Statistical Association on p. 1372-1390
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
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
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
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
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
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