Murali Haran

Murali Haran

Associate Professor of Statistics

Bio

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

Publication Tags

Climate Uncertainty Animals Model Climate Models Modeling Oceans Ocean Calibration Projection Diffusivity Parameter Social Capital Ice Climate Change Sampling Temperature Earth (Planet) Infant Mortality Ensemble Method Health Model Calibration Tracer Aerosols

Most Recent Papers

Quantifying spatio-temporal variation of invasion spread

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

Computer Model Calibration Based on Image Warping Metrics

Yawen Guan, Christian Sampson, J. Derek Tucker, Won Chang, Anirban Mondal, Murali Haran, Deborah Sulsky, 2019, Journal of Agricultural, Biological, and Environmental Statistics

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

Inferring ice thickness from a glacier dynamics model and multiple surface data sets

Yawen Guan, Murali Haran, David Pollard, 2018, Environmetrics

A spatially varying stochastic differential equation model for animal movement

James C. Russell, Ephraim Mont Hanks, Murali Haran, David Peter Hughes, 2018, Annals of Applied Statistics on p. 1312-1331

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

An ensemble approach to predicting the impact of vaccination on rotavirus disease in Niger

Jaewoo Park, Joshua Goldstein, Murali Haran, Matthew Joseph Ferrari, 2017, Vaccine on p. 5835-5841

Improving ice sheet model calibration using paleoclimate and modern data

Won Chang, Murali Haran, Patrick Applegate, David Pollard, 2016, Annals of Applied Statistics on p. 2274-2302

Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet

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

Dynamic Models of Animal Movement with Spatial Point Process Interactions

James C. Russell, Ephraim Mont Hanks, Murali Haran, 2016, Journal of Agricultural, Biological, and Environmental Statistics on p. 22-40

Recent High-Impact Papers

Dimension reduction and alleviation of confounding for spatial generalized linear mixed models

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

A climate sensitivity estimate using Bayesian fusion of instrumental observations and an Earth System model

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

Autologistic models for binary data on a lattice

John Hughes, Murali Haran, Petruţa C. Caragea, 2011, Environmetrics on p. 857-871

The impacts of social capital on infant mortality in the U.S.

Tse Chuan Yang, Huei Wen Teng, Murali Haran, 2009, Applied Spatial Analysis and Policy on p. 211-227

Social Capital and Human Mortality

Tse Chuan Yang, Leif Jensen, Murali Haran, 2011, Rural Sociology on p. 347-374

What is the skill of ocean tracers in reducing uncertainties about ocean diapycnal mixing and projections of the Atlantic Meridional Overturning Circulation?

Marlos Goes, Nathan M. Urban, Roman Tonkonojenkov, Murali Haran, Andreas Schmittner, Klaus Keller, 2010, Journal of Geophysical Research: Oceans

Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet

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

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

Climate Projections Using Bayesian Model Averaging and Space-Time Dependence

K. Sham Bhat, Murali Haran, Adam Terando, Klaus Keller, 2011, Journal of Agricultural, Biological, and Environmental Statistics on p. 606-628

Parallel multivariate slice sampling

Matthew M. Tibbits, Murali Haran, John C. Liechty, 2011, Statistics and Computing on p. 415-430