Publications

1. Hughes, J. and Haran, M. (2012), Dimension Reduction and Alleviation of Confounding for Spatial Generalized Linear Mixed Models , under revision
   
   
2. Olson, R., Sriver, R., Goes, M., Urban, N.M., Matthews, H.D., Haran, M., and Keller, K. (2012) "A climate sensitivity estimate using Bayesian fusion of instrumental observations and an Earth System model," Journal of Geophysical Research - Atmospheres, in press
   
   
3. Tingley, M., Craigmile, P.F., Haran, M., Li, B., Mannshardt-Shamseldin, E. and Rajaratnam, B. (2012), Piecing together the past: Statistical insights into paleoclimatic reconstructions , Quarternary Science Reviews, in press
   
   
4. Recta, V., Haran, M., and Rosenberger, J.L. (2012) A two-stage model for incidence and prevalence in point-level spatial count data , Environmetrics, in press bibtex
   
   
5. Hughes, J.P., Haran, M., and Caragea, P.C. (2011), Autologistic models for binary data on a lattice , Environmetrics, 7, 857--871.
   
   
6. Jandarov, R., Haran, M., and Ferrari, M. (2011) "A Compartmental Model for Meningitis: Separating Transmission from Climate Effects on Disease Incidence," under revision
   
   
7. Tibbits, M.M., Groendyke, C., Haran, M., and Liechty, J.C. (2011) "Automated Factor Slice Sampling," under revision
   
   
8. Jandarov, R., Haran, M., Bjornstad, O.N. and Grenfell, B.T. (2011) "Emulating a gravity model to infer the spatiotemporal dynamics of an infectious disease" submitted
   
   
9. Urban, N.M., Bralower, T.J., Haran, M., and Keller, K. (2011) "A statistical interpretation of surface ocean temperature trends during the Paleocene-Eocene Thermal Maximum" submitted
   
   
10. Bhat, K.S., Haran, M., Terando, A.J. and Keller, K. (2011) "Climate Projections Using Bayesian Model Averaging and Space-Time Dependence." Journal of Agricultural, Biological and Environmental Statistics, 16, 4, pp. 606--628.
    
    
11. Haran, M. and Urban, N. (2010), Discussion of McShane and Wyner ``A statistical analysis of multiple temperature proxies: are reconstructions of surface temperatures over the last 1000 years reliable? Annals of Applied Statistics. See all the discussions and the rejoinder here
    
    
12. Tibbits, M.M., Haran, M., and Liechty, J.C. (2011) Parallel multivariate slice sampling , Statistics and Computing 21, 3, 415--430.
    
    
13. Haran, M. and Tierney, L. (2010) On automating Markov chain Monte Carlo for a class of spatial models , tentatively accepted for publication in Bayesian Analysis bibtex
    
    
14. Bhat, K.S., Haran, M., and Goes, M. (2010) Computer model calibration with multivariate spatial output , in "Frontiers of Statistical Decision Making and Bayesian Analysis", eds. M-H. Chen et al., New York: Springer-Verlag, 2010, pp. 168--184. bibtex
    
    
15. Haran, M. (2010) Gaussian random field models for spatial data, to appear in Handbook of Markov chain Monte Carlo, Editors, Brooks, S.P., Gelman, A.E. Jones, G.L. and Meng, X.L., Springer-Verlag. bibtex
    
    
16. Bhat, K.S., Haran, M., Tonkonojenkov, R., and Keller, K. (2010) Inferring likelihoods and climate system characteristics from climate models and multiple tracers , submitted bibtex
    
    
17. Goes, M., Urban, N., Tonkonojenkov, R., Haran, M., and Keller, K. (2010) The skill of different ocean tracers in reducing uncertainties about projections of the Atlantic Meridional Overturning Circulation , Journal of Geophysical Research--Oceans, in press bibtex
    
    
18. Haran, M., Bhat, K.S., Molineros, J, and De Wolf, E. (2009) Estimating the risk of a crop epidemic from coincident spatiotemporal processes , Journal of Agricultural, Biological and Environmental Statistics, 1085-7117. bibtex
    
    
19. Yang, T., Teng, H., and Haran, M. (2009) The impacts of social capital on infant mortalities in the U.S.: a spatial investigation Applied Spatial Analysis and Policy, 2, 3, 211--227.
    
    
20. Yang, T., Jensen, L., and Haran, M. (2009) "Social Capital and Human Mortality: Explaining the Rural Paradox with County-Level Mortality Data", accepted for publication in Rural Sociology.
    
    
21. Dorin, J.N., Bhat, K.S., Haran, M., and Keller, K. (2009) Analyzing changes in the Atlantic Meridional Overturning Circulation using oceanic oxygen and chlorofluorocarbon observations , submitted. bibtex
    
    
22. Flegal, J.M., Haran, M., and Jones, G.L. (2008) Markov chain Monte Carlo: Can we trust the third significant figure? Statistical Science, 23,250--260. bibtex
    Code that implements the consistent batch means procedure for MCMC standard errors as described in the paper: R function and C function for consistent batch means
    
    
23. Yang, T., Jensen, L., and Haran, M. (2008) "Context and death: A spatial investigation of the impacts of social capital and natural amenities on mortality in the U.S. counties," refereed discussion paper, Proceedings of the Population Association of America.
    
    
24. Haran, M., Karr,A.F., Last,M., Orso,A. Porter,A., Sanil, A.P. and Fouche, S. (2007) Techniques for Classifying Executions of Deployed Software to Support Software Engineering Tasks, IEEE Transactions on Software Engineering , 33,5:287-304. bibtex
    
    
25. Jones, G.L., Haran, M., Caffo, B.S. and Neath, R. (2006) Fixed Width Output Analysis for Markov chain Monte Carlo , Journal of the American Statistical Association, 101:1537--1547. bibtex
    
    
26. Haran, M., Karr, A.F., Orso, A., Porter, A. and Sanil, A.P. (2005) Applying Classification Techniques to Remotely-Collected Program Execution Data in ESEC/FSE-13: Proceedings of the 10th European software engineering conference held jointly with 13th ACM SIGSOFT international symposium on Foundations of software engineering. bibtex
    
    
27. Haran, M. (2003) "Efficient Perfect and MCMC Sampling Methods for Bayesian Spatial and Components of Variance Models," Unpublished Ph.D. thesis, University of Minnesota.
    
    
28. Haran, M., Hodges, J.S., and Carlin, B.P., (2003) Accelerating computation in Markov random field models for spatial data via structured MCMC,, Journal of Comp. and Graph. Statistics , 12, 249-264. bibtex
    
    
29. Haran, M., Carlin, B.P., Adgate, J.L., Ramachandran, G., Waller, L.A., and Gelfand, A.E., Hierarchical Bayes models for relating particulate matter exposure measures,, Case Studies in Bayesian Statistics, Volume VI, eds. C.Gatsonis, et al., New York: Springer-Verlag, 2002. bibtex
    
    

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