Murali Haran

Research Output

Research Output per year

2003 2020

• 1319 Citations
• 20 h-Index
• 42 Article
• 3 Comment/debate
• 3 Review article
• 1 Chapter
• 2 More
  • 1 Conference contribution
  • 1 Editorial

Research Output per year

Research Output per year

Search results

• 2020

  A fast particle-based approach for calibrating a 3-d model of the antarctic ice sheet

  Lee, B. S., Haran, M., Fuller, R. W., Pollard, D. & Keller, K., 2020, In : Annals of Applied Statistics. 14, 2, p. 605-634 30 p.

  Research output: Contribution to journal › Article › peer-review

  • 3D Model
  • Ice
  • Sea level
  • Calibration
  • Model
  1 Scopus citations

• A Function Emulation Approach for Doubly Intractable Distributions

  Park, J. & Haran, M., Jan 2 2020, In : Journal of Computational and Graphical Statistics. 29, 1, p. 66-77 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Emulation
  • Graph Model
  • Random Graphs
  • Point Process
  • Bayesian Inference
  1 Scopus citations

• Modeling the Social and Spatial Proximity of Crime: Domestic and Sexual Violence Across Neighborhoods

  Kelling, C., Graif, C., Korkmaz, G. & Haran, M., 2020, (Accepted/In press) In : Journal of Quantitative Criminology.

  Research output: Contribution to journal › Article › peer-review

  • Domestic Violence
  • Crime
  • Sex Offenses
  • domestic violence
  • sexual violence
  1 Scopus citations

• Paenibacillus infection with frequent viral coinfection contributes to postinfectious hydrocephalus in Ugandan infants

  Paulson, J. N., Williams, B. L., Hehnly, C., Mishra, N., Sinnar, S. A., Zhang, L., Ssentongo, P., Mbabazi-Kabachelor, E., Wijetunge, D. S. S., Von Bredow, B., Mulondo, R., Kiwanuka, J., Bajunirwe, F., Bazira, J., Bebell, L. M., Burgoine, K., Couto-Rodriguez, M., Ericson, J. E., Erickson, T., Ferrari, M. & 32 others, Gladstone, M., Guo, C., Haran, M., Hornig, M., Isaacs, A. M., Kaaya, B. N., Kangere, S. M., Kulkarni, A. V., Kumbakumba, E., Li, X., Limbrick, D. D., Magombe, J., Morton, S. U., Mugamba, J., Ng, J., Olupot-Olupot, P., Onen, J., Peterson, M. R., Roy, F., Sheldon, K., Townsend, R., Weeks, A. D., Whalen, A. J., Quackenbush, J., Ssenyonga, P., Galperin, M. Y., Almeida, M., Atkins, H., Warf, B. C., Lipkin, W. I., Broach, J. R. & Schiff, S. J., Sep 30 2020, In : Science Translational Medicine. 12, 563, eaba0565.

  Research output: Contribution to journal › Article › peer-review

  • Paenibacillus
  • Hydrocephalus
  • Coinfection
  • Infection
  • Cerebrospinal Fluid

• Reduced-Dimensional Monte Carlo Maximum Likelihood for Latent Gaussian Random Field Models

  Park, J. & Haran, M., 2020, (Accepted/In press) In : Journal of Computational and Graphical Statistics.

  Research output: Contribution to journal › Article › peer-review

  • Random Field
  • Gaussian Random Field
  • Maximum Likelihood
  • Latent Variable Models
  • Gaussian Markov Random Field
• 2019

  Computer Model Calibration Based on Image Warping Metrics: An Application for Sea Ice Deformation

  Guan, Y., Sampson, C., Tucker, J. D., Chang, W., Mondal, A., Haran, M. & Sulsky, D., Sep 15 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 3, p. 444-463 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Sea Ice
  • Image Warping
  • Warping
  • Ice Cover
  • Sea ice
  1 Scopus citations

• Quantifying spatio-temporal variation of invasion spread

  Goldstein, J., Park, J., Haran, M., Liebhold, A. & Bjørnstad, O. N., Jan 16 2019, In : Proceedings of the Royal Society B: Biological Sciences. 286, 1894, 2294.

  Research output: Contribution to journal › Article › peer-review

  • temporal variation
  • Adelges tsugae
  • Statistical methods
  • Lymantria dispar
  • Direction compound
  2 Scopus citations

• Stilt: Easy emulation of time series AR(1) computer model output in multidimensional parameter space

  Olson, R., Ruckert, K. L., Chang, W., Keller, K., Haran, M. & An, S. I., 2019, In : R Journal. 10, 2, p. 209-225 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Emulation
  • Computer Model
  • Parameter Space
  • Time series
  • Climate
• 2018

  A Computationally Efficient Projection-Based Approach for Spatial Generalized Linear Mixed Models

  Guan, Y. & Haran, M., Oct 2 2018, In : Journal of Computational and Graphical Statistics. 27, 4, p. 701-714 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Generalized Linear Mixed Model
  • Markov Chain Monte Carlo
  • Random Effects
  • Confounding
  • High-dimensional
  11 Scopus citations

• A spatially varying stochastic differential equation model for animal movement

  Russell, J. C., Hanks, E. M., Haran, M. & Hughes, D., Jun 2018, In : Annals of Applied Statistics. 12, 2, p. 1312-1331 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Stochastic Differential Equations
  • Animals
  • Movement
  • Differential equations
  • Stochastic Equations
  8 Scopus citations

• Bayesian Inference in the Presence of Intractable Normalizing Functions

  Park, J. & Haran, M., Jul 3 2018, In : Journal of the American Statistical Association. 113, 523, p. 1372-1390 19 p.

  Research output: Contribution to journal › Review article › peer-review

  • Bayesian Inference
  • Bayesian inference
  • Markov Chain Monte Carlo
  • Social Networks
  • Exponential Model
  17 Scopus citations

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

  Guan, Y., Haran, M. & Pollard, D., Aug 1 2018, In : Environmetrics. 29, 5-6, e2460.

  Research output: Contribution to journal › Article › peer-review

  • glacier dynamics
  • ice thickness
  • Dynamic Model
  • ice sheet
  • glacier

• Precision maps for public health

  Reich, B. J. & Haran, M., Mar 1 2018, In : Nature. 555, 7694, p. 32-33 2 p.

  Research output: Contribution to journal › Comment/debate › peer-review
  3 Scopus citations
• 2017

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

  Park, J., Goldstein, J., Haran, M. & Ferrari, M., Oct 13 2017, In : Vaccine. 35, 43, p. 5835-5841 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Niger
  • Rotavirus
  • vaccination
  • Vaccination
  • Vaccines
  4 Scopus citations

• Multidecadal Scale Detection Time for Potentially Increasing Atlantic Storm Surges in a Warming Climate

  Lee, B. S., Haran, M. & Keller, K., Oct 28 2017, In : Geophysical Research Letters. 44, 20, p. 10,617-10,623

  Research output: Contribution to journal › Article › peer-review

  • storm surges
  • climate
  • storm surge
  • warming
  • heating
  11 Scopus citations
• 2016

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

  Chang, W., Haran, M., Applegate, P. & Pollard, D., Jan 2 2016, In : Journal of the American Statistical Association. 111, 513, p. 57-72 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Spatial Data
  • Binary Data
  • High-dimensional
  • Computer Model
  • Output
  22 Scopus citations

• Dynamic Models of Animal Movement with Spatial Point Process Interactions

  Russell, J. C., Hanks, E. M. & Haran, M., Mar 1 2016, In : Journal of Agricultural, Biological, and Environmental Statistics. 21, 1, p. 22-40 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Spatial Point Process
  • dynamic models
  • Poecilia
  • Animals
  • Dynamic Model
  14 Scopus citations

• Improving ice sheet model calibration using paleoclimate and modern data

  Chang, W., Haran, M., Applegate, P. & Pollard, D., Dec 2016, In : Annals of Applied Statistics. 10, 4, p. 2274-2302 29 p.

  Research output: Contribution to journal › Article › peer-review

  • Model Calibration
  • Ice
  • Calibration
  • Observation
  • Uncertainty
  7 Scopus citations

• Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet: Comparison of simple and advanced statistical techniques

  Pollard, D., Chang, W., Haran, M., Applegate, P. & DeConto, R., May 4 2016, In : Geoscientific Model Development. 9, 5, p. 1697-1723 27 p.

  Research output: Contribution to journal › Article › peer-review

  • Ice
  • Ensemble
  • ice sheet
  • Sea level
  • Modeling
  43 Scopus citations
• 2015

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

  Chang, W., Haran, M., Olson, R. & Keller, K., Jan 2015, In : Statistica Sinica. 25, 1, p. 243-259 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Model Calibration
  • Composite Likelihood
  • Spatial Data
  • Computer Model
  • High-dimensional Data
  6 Scopus citations

• An attraction-repulsion point process model for respiratory syncytial virus infections

  Goldstein, J., Haran, M., Simeonov, I., Fricks, J. & Chiaromonte, F., Jun 1 2015, In : Biometrics. 71, 2, p. 376-385 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Respiratory syncytial virus
  • Respiratory Syncytial Virus Infections
  • Viruses
  • Process Model
  • Virus
  10 Scopus citations

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

  Tingley, M., Craigmile, P. F., Haran, M., Li, B., Mannshardt, E. & Rajaratnam, B., Jan 1 2015, In : Journal of Climate. 28, 20, p. 8264-8281 18 p.

  Research output: Contribution to journal › Article › peer-review

  • general circulation model
  • Holocene
  • climate
  • temperature
  • simulation
  5 Scopus citations
• 2014

  Automated factor slice sampling

  Tibbits, M. M., Groendyke, C., Haran, M. & Liechty, J. C., 2014, In : Journal of Computational and Graphical Statistics. 23, 2, p. 543-563 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Markov Chain Monte Carlo
  • Slice
  • Sampling
  • Markov Chain Monte Carlo Algorithms
  • Parameter Tuning
  10 Scopus citations

• Emulating a gravity model to infer the spatiotemporal dynamics of an infectious disease

  Jandarov, R., Haran, M., Bjørnstad, O. & Grenfell, B., Apr 2014, In : Journal of the Royal Statistical Society. Series C: Applied Statistics. 63, 3, p. 423-444 22 p.

  Research output: Contribution to journal › Article › peer-review

  • Gravity Model
  • Infectious Diseases
  • Inference
  • Model
  • Likelihood
  23 Scopus citations

• Erratum: Probabilistic calibration of a Greenland Ice Sheet model using spatially resolved synthetic observations: Toward projections of ice mass loss with uncertaintie (Geoscientific Model Development (2014) 7 (1933-1943))

  Chang, W., Applegate, P. J., Haran, M. & Keller, K., Sep 9 2014, In : Geoscientific Model Development. 7, 5, p. 2001 1 p.

  Research output: Contribution to journal › Article › peer-review

• Fast dimension-reduced climate model calibration and the effect of data aggregation

  Chang, W., Haran, M., Olson, R. & Keller, K., Jun 2014, In : Annals of Applied Statistics. 8, 2, p. 649-673 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Data Aggregation
  • Climate models
  • Climate Models
  • Model Calibration
  • Climate
  23 Scopus citations

• Probabilistic calibration of a Greenland ice sheet model using spatially resolved synthetic observations: Toward projections of ice mass loss with uncertainties

  Chang, W., Applegate, P. J., Haran, M. & Keller, K., Sep 5 2014, In : Geoscientific Model Development. 7, 5, p. 1933-1943 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Calibration
  • Ice
  • ice sheet
  • Uncertainty
  • Projection
  13 Scopus citations
• 2013

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

  Hughes, J. & Haran, M., Jan 1 2013, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 75, 1, p. 139-159 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Generalized Linear Mixed Model
  • Dimension Reduction
  • Confounding
  • Random Effects
  • Spatial Data
  165 Scopus citations

• Uncertainty analysis in climate change assessments

  Katz, R. W., Craigmile, P. F., Guttorp, P., Haran, M., Sansó, B. & Stein, M. L., Sep 1 2013, In : Nature Climate Change. 3, 9, p. 769-771 3 p.

  Research output: Contribution to journal › Comment/debate › peer-review
  43 Scopus citations

• What is the effect of unresolved internal climate variability on climate sensitivity estimates?

  Olson, R., Sriver, R., Chang, W., Haran, M., Urban, N. M. & Keller, K., May 27 2013, In : Journal of Geophysical Research Atmospheres. 118, 10, p. 4348-4358 11 p.

  Research output: Contribution to journal › Article › peer-review

  • climate
  • Earth (planet)
  • Uncertainty
  • sensitivity
  • estimates
  20 Scopus citations
• 2012

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

  Olson, R., Sriver, R., Goes, M., Urban, N. M., Matthews, H. D., Haran, M. & Keller, K., 2012, In : Journal of Geophysical Research Atmospheres. 117, 4, D04103.

  Research output: Contribution to journal › Article › peer-review

  • climate models
  • Climate models
  • climate
  • oceans
  • Earth (planet)
  50 Scopus citations

• A Compartmental Model for Meningitis: Separating Transmission From Climate Effects on Disease Incidence

  Jandarov, R., Haran, M. & Ferrari, M., Sep 2012, In : Journal of Agricultural, Biological, and Environmental Statistics. 17, 3, p. 395-416 22 p.

  Research output: Contribution to journal › Article › peer-review

  • meningitis
  • disease incidence
  • Compartmental Model
  • Climate
  • climate effect
  3 Scopus citations

• A two-stage model for incidence and prevalence in point-level spatial count data

  Recta, V., Haran, M. & Rosenberger, J. L., Mar 1 2012, In : Environmetrics. 23, 2, p. 162-174 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Two-stage Model
  • Spatial Data
  • Count Data
  • Incidence
  • spatial data
  8 Scopus citations

• Comment on the mechanistic modeling and inference for cell motility by manolopoulou et al

  Bao, L., Fricks, J. & Haran, M., Dec 12 2012, In : Journal of the American Statistical Association. 107, 499, p. 869-871 3 p.

  Research output: Contribution to journal › Comment/debate › peer-review

• Inferring likelihoods and climate system characteristics from climate models and multiple tracers

  Sham Bhat, K., Haran, M., Olson, R. & Keller, K., Jun 1 2012, In : Environmetrics. 23, 4, p. 345-362 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Climate Models
  • meridional circulation
  • Likelihood
  • climate modeling
  • tracer
  23 Scopus citations

• Piecing together the past: Statistical insights into paleoclimatic reconstructions

  Tingley, M. P., Craigmile, P. F., Haran, M., Li, B., Mannshardt, E. & Rajaratnam, B., Mar 5 2012, In : Quaternary Science Reviews. 35, p. 1-22 22 p.

  Research output: Contribution to journal › Review article › peer-review

  • reconstruction
  • Climate
  • climate
  • Modeling
  • statistics
  112 Scopus citations
• 2011

  Autologistic models for binary data on a lattice

  Hughes, J., Haran, M. & Caragea, P. C., Nov 1 2011, In : Environmetrics. 22, 7, p. 857-871 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Binary Data
  • Spatial Dependence
  • Model
  • Pseudo-likelihood
  • Perfect Sampling
  48 Scopus citations

• Climate Projections Using Bayesian Model Averaging and Space-Time Dependence

  Bhat, K. S., Haran, M., Terando, A. & Keller, K., Dec 1 2011, In : Journal of Agricultural, Biological, and Environmental Statistics. 16, 4, p. 606-628 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Bayesian Model Averaging
  • Space Simulation
  • Time Dependence
  • Climate
  • space and time
  23 Scopus citations

• Discussion of: A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable?

  Haran, M. & Urban, N. M., Mar 2011, In : Annals of Applied Statistics. 5, 1, p. 61-64 4 p.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• Gaussian random field models for spatial data

  Haran, M., May 10 2011, Handbook of Markov Chain Monte Carlo. CRC Press, p. 449-478 30 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter
  26 Scopus citations

• Guest Editors' Introduction to the Special Issue on "Computer Models and Spatial Statistics for Environmental Science"

  Reich, B. J. & Haran, M., Dec 2011, In : Journal of Agricultural, Biological, and Environmental Statistics. 16, 4, p. 451-452 2 p.

  Research output: Contribution to journal › Editorial › peer-review

• Parallel multivariate slice sampling

  Tibbits, M. M., Haran, M. & Liechty, J. C., Jul 1 2011, In : Statistics and Computing. 21, 3, p. 415-430 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Slice
  • Sampling
  • Markov Chain Monte Carlo
  • Markov processes
  • Update
  17 Scopus citations

• Social Capital and Human Mortality: Explaining the Rural Paradox with County-Level Mortality Data

  Yang, T. C., Jensen, L. & Haran, M., Sep 2011, In : Rural Sociology. 76, 3, p. 347-374 28 p.

  Research output: Contribution to journal › Article › peer-review

  • social capital
  • mortality
  • rural area
  • ethnicity
  • economics
  35 Scopus citations
• 2010

  Estimating the risk of a crop epidemic from coincident spatio-temporal processes

  Haran, M., Bhat, K. S., Molineros, J. & de Wolf, E., Jun 1 2010, In : Journal of Agricultural, Biological, and Environmental Statistics. 15, 2, p. 158-175 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Spatio-temporal Process
  • Fusarium
  • Coincident
  • Flowering
  • Fusarium head blight
  5 Scopus citations

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

  Goes, M., Urban, N. M., Tonkonojenkov, R., Haran, M., Schmittner, A. & Keller, K., 2010, In : Journal of Geophysical Research: Oceans. 115, 12, C12006.

  Research output: Contribution to journal › Article › peer-review

  • meridional circulation
  • oceans
  • uncertainty
  • tracer techniques
  • tracers
  23 Scopus citations
• 2009

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

  Yang, T. C., Teng, H. W. & Haran, M., Oct 1 2009, In : Applied Spatial Analysis and Policy. 2, 3, p. 211-227 17 p.

  Research output: Contribution to journal › Article › peer-review

  • infant mortality
  • social capital
  • infant
  • health
  • county
  26 Scopus citations
• 2008

  Markov chain Monte Carlo: Can we trust the third significant figure?

  Flegal, J. M., Haran, M. & Jones, G. L., 2008, In : Statistical Science. 23, 2, p. 250-260 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Markov Chain Monte Carlo
  • Most or least significant digit
  • Standard Error
  • Standard error
  • Estimate
  190 Scopus citations
• 2007

  Techniques for classifying executions of deployed software to support software engineering tasks

  Haran, M., Karr, A., Last, M., Orso, A., Porter, A. A., Sanil, A. & Fouche, S., May 2007, In : IEEE Transactions on Software Engineering. 33, 5, p. 287-304 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Software engineering
  • Cost reduction
  29 Scopus citations
• 2006

  Fixed-width output analysis for Markov chain Monte Carlo

  Jones, G. L., Haran, M., Caffo, B. S. & Neath, R., Dec 2006, In : Journal of the American Statistical Association. 101, 476, p. 1537-1547 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Markov Chain Monte Carlo
  • Ergodic Averages
  • Output
  • Simulation
  • Strong Consistency
  179 Scopus citations
• 2005

  Applying classification techniques to remotely-collected program execution data

  Haran, M., Karr, A., Orso, A., Porter, A. & Sanil, A., 2005, ESEC/FSE'05 - Proceedings of the Joint 10th European Software Engineering Conference (ESEC) and 13th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-13). Association for Computing Machinery, p. 146-155 10 p. (ESEC/FSE'05 - Proceedings of the Joint 10th European Software Engineering Conference (ESEC) and 13th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-13)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning algorithms
  42 Scopus citations