• 1124 Citations
  • 18 h-Index
20032020

Research output per year

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Article
2020

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 journalArticle

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 journalArticle

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 journalArticle

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
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 journalArticle

3 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 journalArticle

4 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 journalArticle

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 journalArticle

3 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 journalArticle

9 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 journalArticle

9 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 journalArticle

12 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 journalArticle

4 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 journalArticle

31 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 journalArticle

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 journalArticle

8 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 journalArticle

5 Scopus citations
2014

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

6 Scopus citations

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

Jandarov, R., Haran, M., Bjørnstad, O. & 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

16 Scopus citations

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

18 Scopus citations
10 Scopus citations
2013
139 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 journalArticle

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

Research output: Contribution to journalArticle

47 Scopus citations
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 journalArticle

8 Scopus citations

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

21 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 journalArticle

40 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 journalArticle

22 Scopus citations

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

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 1 2011, In : Rural Sociology. 76, 3, p. 347-374 28 p.

Research output: Contribution to journalArticle

29 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 journalArticle

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

Research output: Contribution to journalArticle

22 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 journalArticle

26 Scopus citations
2008

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

163 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 1 2007, In : IEEE Transactions on Software Engineering. 33, 5, p. 287-304 18 p.

Research output: Contribution to journalArticle

28 Scopus citations
2006

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

160 Scopus citations