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