Murali Haran

Algorithms for Models with Intractable Normalizing Functions
Murali Haran, Bokgyeong Kang, Jaewoo Park, Jan 1 2026, In: Handbook of Markov Chain Monte Carlo
Date: Jan 1 2026

Latent Gaussian Models and Computation for Large Spatial Data
Murali Haran, John Hughes, Ben Seiyon Lee, Jan 1 2026, In: Handbook of Markov Chain Monte Carlo
Date: Jan 1 2026

Fast Bayesian Inference for Spatial Mean-Parameterized Conway–Maxwell–Poisson Models
Bokgyeong Kang, John Hughes, Murali Haran, 2024, In: Journal of Computational and Graphical Statistics
Date: 2024

A class of models for large zero-inflated spatial data
Ben Seiyon Lee, Murali Haran, 2024, In: Journal of Agricultural, Biological, and Environmental Statistics
Date: 2024

Measuring Sample Quality in Algorithms for Intractable Normalizing Function Problems
Bokgyeong Kang, John Hughes, Murali Haran, 2024, In: Journal of Machine Learning Research
Date: 2024

Bayesian Spatial Models for Projecting Corn Yields
Samantha Roth, Ben Seiyon Lee, Robert E. Nicholas, Klaus Keller, Murali Haran, Jan 2024, In: Remote Sensing
Date: Jan 2024

Spatial distribution and determinants of childhood vaccination refusal in the United States
Bokgyeong Kang, Sandra Goldlust, Elizabeth C. Lee, John Hughes, Shweta Bansal, Murali Haran, 2023, In: Vaccine
Date: 2023

Neglecting Model Parametric Uncertainty Can Drastically Underestimate Flood Risks
Sanjib Sharma, Benjamin Seiyon Lee, Iman Hosseini-Shakib, Murali Haran, Klaus Keller, Jan 2023, In: Earth's Future
Date: Jan 2023

A two-stage Cox process model with spatial and nonspatial covariates
Claire Kelling, Murali Haran, Oct 2022, In: Spatial Statistics
Date: Oct 2022

ICE MODEL CALIBRATION USING SEMICONTINUOUS SPATIAL DATA
Won Chang, Bledar A. Konomi, Georgios Karagiannis, Yawen Guan, Murali Haran, Sep 2022, In: Annals of Applied Statistics
Date: Sep 2022

Markov chain Monte Carlo
James M. Flegal, Murali Haran, Galin L. Jones, 2008, In: Statistical Science
Citations: 296

Dimension reduction and alleviation of confounding for spatial generalized linear mixed models
John Hughes, Murali Haran, Jan 2013, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology
Citations: 277

Fixed-width output analysis for Markov chain Monte Carlo
Galin L. Jones, Murali Haran, Brian S. Caffo, Ronald Neath, Dec 2006, In: Journal of the American Statistical Association
Citations: 240

Piecing together the past
Martin P. Tingley, Peter F. Craigmile, Murali Haran, Bo Li, Elizabeth Mannshardt, Bala Rajaratnam, Mar 5 2012, In: Quaternary Science Reviews
Citations: 154

Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet
David Pollard, Won Chang, Murali Haran, Patrick Applegate, Robert DeConto, May 4 2016, In: Geoscientific Model Development
Citations: 74

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, In: Journal of Geophysical Research
Citations: 64

Autologistic models for binary data on a lattice
John Hughes, Murali Haran, Petruţa C. Caragea, Nov 2011, In: Environmetrics
Citations: 64

Social Capital and Human Mortality
Tse Chuan Yang, Leif Jensen, Murali Haran, Sep 2011, In: Rural Sociology
Citations: 62

Uncertainty analysis in climate change assessments
Richard W. Katz, Peter F. Craigmile, Peter Guttorp, Murali Haran, Bruno Sansó, Michael L. Stein, Sep 2013, In: Nature Climate Change
Citations: 58

Bayesian Inference in the Presence of Intractable Normalizing Functions
Jaewoo Park, Murali Haran, Jul 3 2018, In: Journal of the American Statistical Association
Citations: 56

Centers & Institutes

• Center for Infectious Disease Dynamics

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• Elsevier Pure Profile