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Murali Haran

    • 1039 Citations
    • 17 h-Index
    20032019
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    Research Output 2003 2019

    2019
    1 Citation (Scopus)

    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

    Image Warping
    Sea Ice
    Ice Cover
    Sea ice
    Model Calibration

    Quantifying spatio-temporal variation of invasion spread

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

    Research output: Contribution to journal › Article

    Adelges tsugae
    temporal variation
    Statistical methods
    Lymantria dispar
    Tsuga

    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., Jan 1 2019, In : R Journal. 10, 2, p. 209-225 17 p.

    Research output: Contribution to journal › Article

    Open Access
    Emulation
    Computer Model
    Parameter Space
    Time series
    Output
    2018
    2 Citations (Scopus)

    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

    Generalized Linear Mixed Model
    High-dimensional
    Markov Chain Monte Carlo Algorithms
    Confounding
    Projection
    3 Citations (Scopus)

    A spatially varying stochastic differential equation model for animal movement

    Russell, J. C., Hanks, E. M., Haran, M. & Hughes, D. P., Jun 1 2018, In : Annals of Applied Statistics. 12, 2, p. 1312-1331 20 p.

    Research output: Contribution to journal › Article

    Stochastic Equations
    Animals
    Differential equations
    Differential equation
    Surface potential
    2 Citations (Scopus)

    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

    Bayesian inference
    Exponential Model
    Graph Model
    Bayesian Analysis
    Point Process

    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

    glacier dynamics
    ice thickness
    ice sheet
    Dynamic Model
    glacier
    1 Citation (Scopus)

    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

    Public Health
    2017
    2 Citations (Scopus)

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

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

    Research output: Contribution to journal › Article

    Niger
    Rotavirus
    Vaccination
    vaccination
    Vaccines
    7 Citations (Scopus)

    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

    storm surges
    storm surge
    climate
    warming
    heating
    2016
    7 Citations (Scopus)

    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

    Binary Data
    Spatial Data
    High-dimensional
    Computer Model
    Output
    11 Citations (Scopus)

    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

    Spatial Point Process
    dynamic models
    Poecilia
    Dynamic models
    Animals
    4 Citations (Scopus)

    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

    Model Calibration
    Ice
    Calibration
    Projection
    Regrowth
    25 Citations (Scopus)

    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

    Ice
    ice sheet
    Ensemble
    Sea level
    Averaging Method
    2015
    5 Citations (Scopus)

    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

    Composite Likelihood
    Model Calibration
    Computer Model
    Spatial Data
    High-dimensional Data
    7 Citations (Scopus)

    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

    Respiratory Syncytial Virus Infections
    Point Process
    Viruses
    Process Model
    Virus
    5 Citations (Scopus)

    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

    general circulation model
    Holocene
    climate
    temperature
    simulation
    2014
    5 Citations (Scopus)

    Automated factor slice sampling

    Tibbits, M. M., Groendyke, C., Haran, M. & Liechty, J. C., Jan 1 2014, In : Journal of Computational and Graphical Statistics. 23, 2, p. 543-563 21 p.

    Research output: Contribution to journal › Article

    Slice
    Markov Chain Monte Carlo Algorithms
    Parameter Tuning
    Univariate
    Tuning
    13 Citations (Scopus)

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

    Jandarov, R., Haran, M., Bjornstad, O. N. & Grenfell, B., Apr 1 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

    Gravity Model
    Infectious Diseases
    Likelihood
    Model
    Bayesian Computation

    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, 1 p.

    Research output: Contribution to journal › Article

    Model Validation
    model validation
    Ice
    ice sheet
    Calibration
    17 Citations (Scopus)

    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

    Climate models
    Data Aggregation
    Climate Models
    Model Calibration
    Reduced Model
    10 Citations (Scopus)

    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

    Ice
    ice sheet
    Calibration
    Projection
    calibration
    2013
    125 Citations (Scopus)

    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

    Generalized Linear Mixed Model
    Confounding
    Dimension Reduction
    Spatial Data
    Random Effects
    38 Citations (Scopus)

    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

    uncertainty analysis
    climate change
    uncertainty
    17 Citations (Scopus)

    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

    climate
    Earth (planet)
    sensitivity
    estimates
    Parameter estimation
    2012
    42 Citations (Scopus)

    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., Jan 1 2012, In : Journal of Geophysical Research Atmospheres. 117, 4, D04103.

    Research output: Contribution to journal › Article

    Climate models
    climate models
    climate
    Fusion reactions
    fusion
    3 Citations (Scopus)

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

    Jandarov, R., Haran, M. & Ferrari, M. J., Sep 1 2012, In : Journal of Agricultural, Biological, and Environmental Statistics. 17, 3, p. 395-416 22 p.

    Research output: Contribution to journal › Article

    meningitis
    Compartmental Model
    disease incidence
    climate effect
    Climate
    8 Citations (Scopus)

    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

    Two-stage Model
    Count Data
    Spatial Data
    spatial data
    Incidence

    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

    Cell Motility
    Modeling
    Inference
    20 Citations (Scopus)

    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

    Climate Models
    meridional circulation
    Climate
    Likelihood
    climate modeling
    104 Citations (Scopus)

    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

    reconstruction
    climate
    statistics
    modeling
    paleoclimate
    2011
    36 Citations (Scopus)

    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

    Binary Data
    Pseudo-likelihood
    Spatial Dependence
    Model
    Perfect Sampling
    21 Citations (Scopus)

    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

    Bayesian Model Averaging
    Space Simulation
    Climate
    space and time
    Uncertainty
    1 Citation (Scopus)

    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 1 2011, In : Annals of Applied Statistics. 5, 1, p. 61-64 4 p.

    Research output: Contribution to journal › Article

    Statistical Analysis
    Statistical methods
    Temperature
    Statistical analysis
    21 Citations (Scopus)

    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

    Gaussian Random Field
    Spatial Data
    Model

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

    Reich, B. J. & Haran, M., Dec 1 2011, In : Journal of Agricultural, Biological, and Environmental Statistics. 16, 4, p. 451-452 2 p.

    Research output: Contribution to journal › Editorial

    Spatial Statistics
    environmental science
    Computer Model
    Ecology
    computer simulation
    17 Citations (Scopus)

    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

    Slice
    Sampling
    Markov processes
    Computer architecture
    Markov Chain Monte Carlo Algorithms
    28 Citations (Scopus)

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

    Yang, T. C., Jensen, L. & Haran, M., Sep 1 2011, In : Rural Sociology. 76, 3, p. 347-374 28 p.

    Research output: Contribution to journal › Article

    social capital
    mortality
    rural area
    ethnicity
    evidence
    2010
    5 Citations (Scopus)

    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

    Spatio-temporal Process
    Fusarium head blight
    Coincident
    Fusarium
    Crops
    22 Citations (Scopus)

    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., Jan 1 2010, In : Journal of Geophysical Research: Oceans. 115, 12, C12006.

    Research output: Contribution to journal › Article

    meridional circulation
    tracers
    tracer techniques
    oceans
    uncertainty
    2009
    26 Citations (Scopus)

    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

    infant mortality
    social capital
    health
    infant
    maternal health
    2008
    152 Citations (Scopus)

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

    Flegal, J. M., Haran, M. & Jones, G. L., Sep 8 2008, In : Statistical Science. 23, 2, p. 250-260 11 p.

    Research output: Contribution to journal › Article

    Most or least significant digit
    Markov Chain Monte Carlo
    Standard error
    Estimate
    Alternatives
    2007
    28 Citations (Scopus)

    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 1 2007, In : IEEE Transactions on Software Engineering. 33, 5, p. 287-304 18 p.

    Research output: Contribution to journal › Article

    Software engineering
    Cost reduction
    2006
    153 Citations (Scopus)

    Fixed-width output analysis for Markov chain Monte Carlo

    Jones, G. L., Haran, M., Caffo, B. S. & Neath, R., Dec 1 2006, In : Journal of the American Statistical Association. 101, 476, p. 1537-1547 11 p.

    Research output: Contribution to journal › Article

    Ergodic Averages
    Markov Chain Monte Carlo
    Output
    Batch Means
    Simulation
    2005
    35 Citations (Scopus)

    Applying classification techniques to remotely-collected program execution data

    Haran, M., Karr, A., Orso, A., Porter, A. & Sanil, A., Dec 1 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). Gall, H. (ed.). 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
    2003
    10 Citations (Scopus)

    Accelerating computation in Markov random field models for spatial data via structured MCMC

    Haran, M., Hodges, J. S. & Carlin, B. P., Jun 1 2003, In : Journal of Computational and Graphical Statistics. 12, 2, p. 249-264 16 p.

    Research output: Contribution to journal › Review article

    Spatial Data
    Markov Chain Monte Carlo
    Random Field
    Markov Chain Monte Carlo Algorithms
    Spatial Model