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

Most Recent Papers

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 M. Hanks, Murali Haran, David 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 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 M. Hanks, Murali Haran, 2016, Journal of Agricultural, Biological, and Environmental Statistics on p. 22-40

Calibrating an Ice Sheet Model Using High-Dimensional Binary Spatial Data

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

A composite likelihood approach to computer model calibration with high-dimensional spatial data

Won Chang, Murali Haran, Roman Olson, Klaus Keller, 2015, Statistica Sinica on p. 243-259

On discriminating between GCM forcing configurations using Bayesian reconstructions of late-holocene temperatures

Martin Tingley, Peter F. Craigmile, Murali Haran, Bo Li, Elizabeth Mannshardt, Bala Rajaratnam, 2015, Journal of Climate on p. 8264-8281

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

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

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

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

Social Capital and Human Mortality

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

Parallel multivariate slice sampling

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

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

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