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Preprints by E-mail


If you wish to receive copies of the following papers by e-mail, please give your name, e-mail address, the format you wish to receive the papers in (postscript or pdf). Please indicate the desired papers via the check boxes located to the right of the paper details, and then click the Send Information button available at the begining, or at the end, of the Preprints list below. Unfortunately, for copyright reasons, preprints that have subsequentially been published are not available by this service. Each paper will be e-mailed to you as an attachment.

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Go to 2008 Preprints 2007 Preprints 2006 Preprints 2005 Preprints 2004 Preprints 2003 Preprints 2002 Preprints 2001 Preprints 2000 Preprints 1999 Preprints

2008 Preprints (in alphabetical order)

Cressie, N. and Kang, E. L. (2008).
High-resolution digital soil mapping: Kriging for very large datasets
Abstract

Department of Statistics Technical Report No. 811, The Ohio State University.

pdf: 825K

Kang, E. L., Liu, D., and Cressie, N. (2008).
Statistical analysis of small-area data based on independence, spatial, non-hierarchical, and hierarchical models
Abstract

Department of Statistics Technical Report No. 808, The Ohio State University.

pdf: 3,313K
ps: 94,251K

Pavlicova, M., Santner, T.J., and Cressie, N. (2008).
Detecting signals in FMRI data using powerful FDR procedures
Abstract

Department of Statistics Technical Report No. 809, The Ohio State University.
Soon to appear in Statistics and its Interface (2008).

pdf: 380K
ps: 22,887K

2007 Preprints (in alphabetical order)

Berliner, L.M., Jezek, K., Cressie, N., Kim, Y., Lam, C.Q., and van der Veen, C.J. (2007).
Modeling dynamic controls on ice streams: A Bayesian statistical approach
Abstract

Department of Statistics Technical Report No. 795, The Ohio State University.
Soon to appear in Journal of Glaciology (2008).

pdf: 3137K
ps: 2963K

Calder, C.A., Craigmile, P.F., and Zhang, J. (2007).
Regional spatial modeling of topsoil geochemistry
Abstract

Department of Statistics Technical Report No. 796, The Ohio State University.
Soon to appear in Biometrics (2008).

pdf: 3,733K

Craigmile, P. F., Calder, C. A., Li, H., Paul, R., and Cressie, N. (2007).
Hierarchical model building, fitting, and checking: A behind-the-scenes look at a Bayesian analysis of arsenic exposure pathways
Abstract

Department of Statistics Technical Report No. 806, The Ohio State University.

pdf: 1,222K
ps: 3,543K

Cressie, N., Calder, C. A., Clark, J. S., Ver Hoef, J. M., and Wikle, C. K. (2007).
Accounting for uncertainty in ecological analysis: The strengths and limitations of hierarchical statistical modeling
Abstract

Department of Statistics Technical Report No. 798, The Ohio State University.
Soon to appear in Ecological Applications (2008).

pdf: 314K

Huang, C., Yao, Y., Cressie, N., and Hsing, T. (2007).
Multivariate intrinsic random functions for cokriging
Abstract

Department of Statistics Technical Report No. 797, The Ohio State University.

pdf: 286K
ps: 937K

Santner, T.J., Craigmile, P.F., Calder, C.A., and Paul, R. (2007).
Demographic and behavioral modifiers of arsenic exposure pathways: A Bayesian hierarchical analysis of NHEXAS data
Abstract

Addended is supplemental information for effect and pathway modifiers in a Bayesian pathways analysis of the NHEXAS in EPA Region 5, in a pdf format.

Department of Statistics Technical Report No. 801, The Ohio State University.
Soon to appear in Science and Technology (2008).

pdf: 187K

2006 Preprints (in alphabetical order)

Cressie, N. and Johannesson, G. (2006).
Fixed rank kriging for large spatial datasets
Abstract

Department of Statistics Technical Report No. 780, The Ohio State University.
Now appearing in Journal of the Royal Statistical Society, Series B (2008), 70, 1-18.
Not
Available

Cressie, N. and Kapat, P. (2006).
Some diagnostics for Markov random fields
Abstract

Department of Statistics Technical Report No. 779, The Ohio State University.
Soon to appear in Journal of Computational and Graphical Statistics (2008).

pdf: 190K
ps: 813K

Cressie, N. and Verzelen, N. (2006).
Conditional-mean least-squares fitting of Gaussian Markov random fields to Gaussian fields
Abstract

Department of Statistics Technical Report No. 784, The Ohio State University.
Now appearing in Computational Statistics and Data Analysis (2008), 52, 2794-2807.
Not
Available

Shi, T. and Cressie, N. (2006).
Global statistical analysis of MISR aerosol data: A massive data product from NASA's Terra satellite
Abstract

Department of Statistics Technical Report No. 790, The Ohio State University.
Now appearing in Environmetrics (2007), 18, 665-680.
Not
Available

Zhang, J., Craigmile, P. F., and Cressie, N. (2006).
Loss function approaches to predict a spatial quantile and its exceedance region
Abstract

Department of Statistics Technical Report No. 791, The Ohio State University.
Soon to appear in Technometrics (2008).

pdf: 452K
ps: 1804K

2005 Preprints (in alphabetical order)

Berliner, L. M., Jezek, K., Cressie, N., Kim, Y., Lam, C. Q., and van der Veen, C. J. (2005).
Physical-statistical modeling of ice-stream dynamics
Abstract

Department of Statistics Technical Report No. 759, The Ohio State University.
A closely related version is soon to appear as "Equilibrium dynamics of ice streams: A Bayesian statistical analysis". Statistical Methods and Applications (2008).

pdf: 17918K
ps: 18393K

Calder, C. A. (2005).
Dynamic factor process convolution models for multivariate space-time data with application to air quality assessment
Abstract

Department of Statistics Technical Report No. 750, The Ohio State University.
Now appearing in Environmental and Ecological Statistics (2007), 14, 229-247.

pdf: 301K
ps: 28,804K

Cressie, N., Buxton, B. E., Calder, C. A., Craigmile, P. F., Dong, C., McMillan, N. J., Morara, M., Santner, T. J., Wang, K., Young, G., Zhang, J. (2005).
From sources to biomarkers: A hierarchical Bayesian approach for human exposure modeling
Abstract

Department of Statistics Technical Report No. 765, The Ohio State University.
Now appearing in Journal of Statistical Planning and Inference (2007), 137, 3361-3379.
Not
Available

Cressie, N., Frey, J., Harch, B., and Smith, M. (2005).
Spatial prediction on a river network
Abstract

Department of Statistics Technical Report No. 747, The Ohio State University.
Now appearing in Journal of Agricultural, Biological, and Environmental Statistics (2006), 11, 127-150.

Not
Available

Li, H., Calder, C. A., and Cressie, N. (2005).
Beyond Moran's I: Testing for spatial dependence based on the SAR model
Abstract

Department of Statistics Technical Report No. 763, The Ohio State University.
Now appearing in Geographical Analysis (2007), 39, 357-375.
Not
Available

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2004 Preprints (in alphabetical order)

Calder, C. A. (2004).
A dynamic process convolution approach to modeling ambient PM2.5 and PM10 concentrations levels
Abstract

Department of Statistics Technical Report No. 724, The Ohio State University.
A closely related version now appearing as "A Bayesian dynamic process convolution approach to PM2.5 and PM10 concentration levels" in Environmetrics, 10.1002/env.852. (2007).

pdf: 1036K
ps: 1273K

Calder, C. A. (2004).
Efficient posterior inference and prediction of space-time processes using dynamic process convolutions
Abstract

Department of Statistics Technical Report No. 734, The Ohio State University.
Now appearing in Joint Proceedings of the Sixth International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences and the Fifteenth Annual Conference of TIES, The International Environmetrics Society. Portland, Maine. June 18 - July 1, 2004.

pdf: 119K
ps: 473K

Calder, C. A., Holloman, C. H., Bortnick, S. M., Strauss, W. J., and Morara, M. (2004).
Relating ambient particulate matter concentration levels to mortality using an exposure simulator
Abstract

Department of Statistics Technical Report No. 725, The Ohio State University.
Soon to appear in Journal of the American Statistical Association (2008).

pdf: 227K
ps: 1187K

Craigmile, P. F., Cressie, N., Santner, T. J., and Rao, Y. (2004).
Bayesian inferences on environmental exceedances and their spatial locations
Abstract

Department of Statistics Technical Report No. 729, The Ohio State University.
Now appearing appearing in Extremes (2006), 8, 143-159.
Not
Available

Cressie, N. (2004).
Block kriging for lognormal spatial processes
Abstract

Department of Statistics Technical Report No. 739, The Ohio State University.
Now appearing in Mathematical Geology (2006), 38, 413-443.
Not
Available

Cressie, N., Perrin, O., and Thomas-Agnan, C. (2004).
Likelihood-based Estimation for Gaussian MRFs
Abstract

Department of Statistics Technical Report No. 740, The Ohio State University.
Now appearing in Statistical Methodology (2005) 2, 1-16.
Not
Available

Cressie, N., Zhang, J., Craigmile, P. F. (2004).
Geostatistical prediction of spatial extremes and their extent
Abstract

Department of Statistics Technical Report No. 738, The Ohio State University.
Now appearing in geoENV 2004 - Geostatistics for Environmental Applications, Proceedings of geoENV 2004, eds P. Renard, H. Demougeot-Renard, and R. Froidevaux. Springer, NY, 27-37.
Not
Available

Holloman, C. H., Bortnik, S., Morara, M., Strauss, W., and Calder, C. A. (2004).
A Bayesian hierarchical approach for relating PM_2.5 exposure to cardiovascular mortality in North Carolina
Abstract

Now appearing in Environmental Health Perspectives (2004) 112, 1282-1288.
Not
Available

Johannesson, G., Cressie, N., and Huang, H.-C. (2004).
Dynamic multi-resolution spatial models
Abstract

Department of Statistics Technical Report No. 744, The Ohio State University.
Now appearing in Environmental and Ecological Statistics (2007), 14, 5-25.
Not
Available

Lee, H. K. H., Higdon, D. M., Calder, C. A., and Holloman, C. H. (2004).
Efficient models for correlated data via convolutions of intrinsic processes
Abstract

Department of Applied Mathematics and Statistics Technical Report No. AMS2004-03, University of California at Santa Cruz.
Now appearing in Statistical Modelling (2005) 5, 53-74.
Not
Available

Pavlicova, M., Cressie, N., and Santner, T. J. (2004).
Testing for activation in FMRI block-design experiments
Abstract

Department of Statistics Technical Report No. 731, The Ohio State University.
Now appearing in Journal of Data Science (2006), 4, 275-289.
Not
Available

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2003 Preprints (in alphabetical order)

Craigmile, P. F., Guttorp, P., and Percival, D. B. (2003).
Trend assessment in a long memory dependence model using the discrete wavelet transform
Abstract

Department of Statistics Technical Report No. 712, The Ohio State University.
Now appearing in Environmetrics (2003) 15, 313-335.
Not
Available

ONR Frey, J. and Cressie, N. (2003).
Some results on constrained Bayes estimators
Abstract

Department of Statistics Technical Report No. 715, The Ohio State University.
Now appearing in Statistics and Probability Letters (2003) 65, 389-399.
Not
Available

EPA
ONR
Johannesson, G. and Cressie, N. (2003).
Finding large-scale spatial trends in massive, global, environmental datasets
Abstract

Department of Statistics Technical Report No. 706, The Ohio State University.
Now appearing in Environmetrics (2004) 15, 1-44.
Not
Available

ONR Kornak, J., Irwin, M. E., and Cressie, N. (2003).
Spatial point process models of defensive strategies: Detecting changes
Abstract

Department of Statistics Technical Report No. 726, The Ohio State University.
Now appearing in Statistical Inference for Stochastic Processes (2006), 9, 31-46.
Not
Available

EPA
ONR
Sain, S.R. and Cressie, N. (2003).
A spatial model for multivariate lattice data
Abstract

Department of Statistics Technical Report No. 723, The Ohio State University.
Now appearing in Journal of Econometrics (2007), 140, 226-259.
Not
Available

ONR Tzeng, S., Huang, H.-C., and Cressie, N. (2003).
A fast, optimal spatial-prediction method for massive datasets
Abstract

Department of Statistics Technical Report No. 728, The Ohio State University.
Now appearing in Journal of the American Statistical Association (2005) 100, 1343-1357.
Not
Available

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2002 Preprints (in alphabetical order)

ONR Baddeley, A. J., Nair, M. G., and Cressie, N. (2002).
Directed Markov point processes - characterisation and construction
Abstract

Department of Statistics Technical Report No. 693, The Ohio State University.

pdf: 332K
ps: 381K

EPA
ONR
Cressie, N. and Kornak, J. (2002).
Spatial statistics in the presence of location error with an application to remote sensing of the environment
Abstract

Department of Statistics Technical Report No. 701, The Ohio State University.
Now appearing in Statistical Science (2003) 18, 436-456.
Not
Available

ONR Irwin, M. E., Cressie, N., and Johannesson, G. (2002).
Spatial-temporal nonlinear filtering in Command and Control (C2)
Abstract

Department of Statistics Technical Report No. 697, The Ohio State University.
A closely related version now appearing as Spatial-temporal nonlinear filtering based on hierarchical statistical models in Test 11, 249-302.

pdf: 407K
ps: 1048K

EPA Johannesson, G. and Cressie, N. (2002).
Variance-covariance modeling and estimation for multi-resolution spatial models
Abstract

Department of Statistics Technical Report No. 700, The Ohio State University.
Now appearing in geoENV 2002 - Geostatistics for Environmental Applications, eds. X. Sanchez-Vila, J. Carrera, and J. Gomez-Hernandez (2004), Kluwer: Dordrecht, 319-330.
Not
Available

ONR Wendt, D. A., Irwin, M. E., and Cressie, N. (2002).
Waypoint analysis for command and control
Abstract

Department of Statistics Technical Report No. 691, The Ohio State University.
Now appearing in Naval Research Logistics (2004) 51, 1045-1067.
Not
Available

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2001 Preprints (in alphabetical order)

EPA Cressie, N., Pardo, L., and Pardo, M. C. (2001).
Size and power considerations for testing loglinear models using phi-divergence test statistics
Abstract

Department of Statistics Technical Report No. 680, The Ohio State University.
Now appearing in Statistica Sinica (2003) 13, 555-570.
Not
Available

ONR Cressie, N. and Pavlicova, M. (2001).
Calibrated spatial moving average simulations
Abstract

Department of Statistics Technical Report No. 683, The Ohio State University.
Now appearing in Statistical Modelling (2002) 2, 267-279.
Not
Available

EPA Gabrosek, J. and Cressie, N. (2001).
The effect on attribute prediction of location uncertainty in spatial data
Abstract

Department of Statistics Technical Report No. 674, The Ohio State University.
Now appearing in Geographical Analysis (2002) 34, 262-285.
Not
Available

EPA Lee, J., Kaiser, M. S., and Cressie, N. (2001).
Multiway dependence in exponential family conditional distributions
Abstract


Department of Statistics Technical Report No. 679, The Ohio State University.
Now appearing in Journal of Multivariate Analysis (2001) 79, 171-190.

Not
Available

ONR Shen, X., Huang, H.-C., and Cressie, N. (2001).
Nonparametric hypothesis testing for a spatial signal
Abstract

Department of Statistics Technical Report No. 673, The Ohio State University.
Now appearing in Journal of the American Statistical Association (2002) 97, 1122-1140.
Not
Available

EPA
ONR
Ver Hoef, J. M., Cressie, N., and Barry, R. P. (2001).
Flexible spatial models for kriging and cokriging using moving averages and the Fast Fourier Transform (FFT)
Abstract

Department of Statistics Preprint No. 675, The Ohio State University.
Now appearing in Journal of Computational and Graphical Statistics (2003) 12, 265-282.
Not
Available

ONR Wendt, D. A., Cressie, N., and Johannesson, G. (2001).
A spatial-temporal statistical approach to Command and Control problems in battle-space digitization
Abstract

Department of Statistics Technical Report No. 676, The Ohio State University.
Now appearing in Battlespace Digitization and Network-Centric Warfare, ed. R. Suresh. SPIE Proceedings (2001), Vol. 439, SPIE, Bellingham, WA, 232-243.
Not
Available

EPA Wright, D., Stern, H., and Cressie, N. (2001).
Loss functions for estimation of extrema with an application to disease mapping
Abstract

Department of Statistics Technical Report No. 681, The Ohio State University.
Now appearing in Canadian Journal of Statistics (2003), 31, 251-266.
Not
Available

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2000 Preprints (in alphabetical order)

EPA
ONR
Aldworth, J. and Cressie, N. (2000).
Prediction of nonlinear spatial functionals
Abstract

Department of Statistics Technical Report No. 649, The Ohio State University.
Now appearing in Journal of Statistical Planning and Inference (2003) 112, 3-41.
Not
Available

EPA Berliner, L.M., Levine, R.A., and Shea, D.J. (2000).
Bayesian climate change assessment
Abstract

Now appearing in Journal of Climate (2000) 13, 3805-3820.
Not
Available

EPA Berliner, L.M., Wikle, C.K., and Cressie, N. (2000).
Long-lead prediction of Pacific SSTs via Bayesian dynamic modeling
Abstract

Addended is a detailed description of the Gibbs Sampler, in ps or pdf format.

Department of Statistics Technical Report No. 646, The Ohio State University.
Now appearing in Journal of Climate (2000) 13, 3953-3968.
Not
Available

ONR Cressie, N. and Collins, L. B. (2000).
Patterns in spatial point locations: local indicators of spatial association in a minefield with clutter
Abstract

Department of Statistics Technical Report No. 654, The Ohio State University.
Now appearing in Naval Research Logistics (2001) 48, 333-347.
Not
Available

ONR
EPA
Cressie, N. and Johannesson, G. (2000).
Kriging for cut-offs and other difficult problems
Abstract

Department of Statistics Technical Report No. 667, The Ohio State University.
Now appearing in geoENV III - Geostatistics for Environmental Applications, eds. P. Monestiez, D. Allard, and R. Froidevaux (2001). Kluwer, Dordrecht, 299-310.
Not
Available

ONR Cressie, N. and Lawson, A. B. (2000).
Hierarchical probability models and Bayesian analysis of mine locations
Abstract

Now appearing in Advances in Applied Probability (2000) 32, 315-330.
Not
Available

ONR Cressie, N. and Mugglin, A. S. (2000).
Spatio-temporal hierarchical modeling of an infectious disease from (simulated) count data
Abstract

Department of Statistics Technical Report No. 656, The Ohio State University.
Now appearing in Computational Statistics, eds. J.G. Bethlehem and P. Van der Heijden (2000). Physica-Verlag, Heidelberg, 41-52.
Not
Available

EPA Cressie, N. and Richardson, S.(2000).
Approximating ecological bias via maximum-entropy distributions
Abstract

Department of Statistics Technical Report No. 652, The Ohio State University.
Now appearing (with third co-author I. Jaussent) in Australian and New Zealand Journal of Statistics (2004) 46, 233-255.
Not
Available

ONR Cressie, N., Zhu, J., Baddeley, A. J., and Nair, M. G. (2000).
Directed Markov point processes as limits of partially ordered Markov models
Abstract

Now appearing in Methodology and Computing in Applied Probability (2000) 2, 5-21.
Not
Available

EPA
ONR
Hrafnkelsson, B. and Cressie, N. (2000).
Hierarchical modeling of count data with application to nuclear fall-out
Abstract

Department of Statistics Technical Report No. 663, The Ohio State University.
Now appearing in Journal of Environmental and Ecological Statistics (2003) 10, 179-200.
Not
Available

EPA
ONR
Huang, H.-C., Cressie, N., and Gabrosek, J. (2000).
Fast spatial prediction of global processes from satellite data
Abstract

Department of Statistics Technical Report No. 650, The Ohio State University.
Now appearing in Journal of Computational and Graphical Statistics (2002) 11, 63-88.
Not
Available

EPA
ONR
Mugglin, A. S., Cressie, N., and Gemmell, I. (2000).
Hierarchical statistical modeling of influenza-epidemic dynamics in space and time
Abstract

Department of Statistics Technical Report No. 662, The Ohio State University.
Now appearing in Statistics in Medicine (2002) 21, 2703-2721.
Not
Available

EPA Zhu, J., Lahiri, S.N., and Cressie, N. (2000).
Asymptotic inference for spatial CDFs over time
Abstract

Department of Statistics Technical Report No. 666, The Ohio State University.
Now appearing in Statistica Sinica (2002) 12, 843-861.
Not
Available

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1999 Preprints (in alphabetical order)

NASA

EPA
Berliner, L.M. (1999).
Hierarchical Bayesian modeling in the environmental sciences
Abstract

Now appearing in Allgemeines Statistische Archiv (2000) 84, 141-153.
Not
Available

ONR Cressie, N. and Liu, C. (1999).
Binary Markov mesh models and symmetric Markov random fields: some results on their equivalence
Abstract

Department of Statistics Technical Report No. 653, The Ohio State University.
Now appearing in Methodology and Computing in Applied Probability (2001) 3, 5-34.
Not
Available

EPA Cressie, N., Stern, H. S., and Wright, D. R. (1999).
Mapping rates associated with polygons
Abstract

Now appearing in Journal of Geographical Systems (2000) 2, 61-69.
Not
Available

ONR Huang, H.-C. and Cressie, N. (1999).
Asymptotic properties of maximum (composite) likelihood estimators for partially ordered Markov models
Abstract

Now appearing in Statistica Sinica (2000) 10, 1325-1344.
Not
Available

ONR Huang, H.-C. and Cressie, N. (1999).
Deterministic/stochastic wavelet decomposition for recovery of signal from noisy data
Abstract

Now appearing in Technometrics (2000) 42, 262-276.
Not
Available

ONR Huang, H.-C. and Cressie, N. (1999).
Multiscale graphical modeling in space: applications to Command and Control
Abstract

Now appearing in Spatial Statistics: Methodological Aspects and Applications, ed. M. Moore. Springer Lecture Notes in Statistics (2001) 159, 83-113.
Not
Available

EPA
ONR
Kaiser, M. S., Cressie, N., and Lee, J. (1999).
Spatial mixture models based on exponential family conditional distributions
Abstract

Department of Statistics Technical Report No. 655, The Ohio State University.
Now appearing in Statistica Sinica (2002) 12, 449-474.
Not
Available

EPA Lahiri, S. N., Lee, Y., and Cressie, N. (1999).
On asymptotic distribution and asymptotic efficiency of least squares estimators of spatial variogram parameters
Abstract

Now appearing in Journal of Statistical Planning and Inference (2002) 103, 65-85.
Not
Available

EPA
ONR
Stern, H. S. and Cressie, N. (1999).
Posterior predictive model checks for disease mapping models
Abstract

Now appearing in Statistics in Medicine (2000) 19, 2377-2397.
Not
Available

EPA Zhu, J., Lahiri, S. N., and Cressie, N. (1999).
Asymptotic distribution of the empirical cumulative distribution function predictor under nonstationarity
Abstract

Now appearing in Spatial Statistics: Methodological Aspects and Applications, ed. M. Moore. Springer Lecture Notes in Statistics (2001) 159, 1-20.
Not
Available

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