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 Calibration Model Climate Models Ice Model Calibration Projection Modeling Earth (Planet) Generalized Linear Mixed Model Oceans Method Ocean Confounding Animals Diffusivity Emulation Parameter Temperature Ice Sheet Sea Ice Climate Change Methodology Climate Modeling
Most Recent Papers
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 on p. 444-463
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
Stilt
Roman Olson, Kelsey L. Ruckert, Won Chang, Klaus Keller, Murali Haran, Soon Il An, 2019, R Journal on p. 209-225
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 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
Recent Most-Cited 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
Social Capital and Human Mortality
Tse Chuan Yang, Leif Jensen, Murali Haran, 2011, Rural Sociology on p. 347-374
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
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
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
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
Fast dimension-reduced climate model calibration and the effect of data aggregation
Won Chang, Murali Haran, Roman Olson, Klaus Keller, 2014, Annals of Applied Statistics on p. 649-673
What is the effect of unresolved internal climate variability on climate sensitivity estimates?
R. Olson, R. Sriver, W. Chang, M. Haran, N. M. Urban, K. Keller, 2013, Journal of Geophysical Research Atmospheres on p. 4348-4358