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Research Output 2003 2019

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Article
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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

Stochastic Equations
Animals
Differential equations
Differential equation
Surface potential

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 journalArticle

glacier dynamics
ice thickness
ice sheet
Dynamic Model
glacier
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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

Gravity Model
Infectious Diseases
Likelihood
Model
Bayesian Computation
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 journalArticle

Climate models
Data Aggregation
Climate Models
Model Calibration
Reduced Model
10 Citations (Scopus)
Ice
ice sheet
Calibration
Projection
calibration
2013
125 Citations (Scopus)
Generalized Linear Mixed Model
Confounding
Dimension Reduction
Spatial Data
Random Effects
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 journalArticle

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 journalArticle

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

Two-stage Model
Count Data
Spatial Data
spatial data
Incidence
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 journalArticle

Climate Models
meridional circulation
Climate
Likelihood
climate modeling
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 journalArticle

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 journalArticle

Bayesian Model Averaging
Space Simulation
Climate
space and time
Uncertainty
1 Citation (Scopus)
Statistical Analysis
Statistical methods
Temperature
Statistical analysis
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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

Ergodic Averages
Markov Chain Monte Carlo
Output
Batch Means
Simulation