Grantee Research Project Results
Publications Details for Grant Number R827257
Hierarchical Statistical Analysis of Global and Regional Environmental Data
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Reference Type | Citation | Progress Report Year | Document Sources |
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Book | Approximating ecological bias via maximum-entropy distributions. Department of Statistics Preprint No. 652, The Ohio State University, Columbus, OH, 2000. |
R827257 (2000) |
not available |
Book | Fast spatial prediction of global processes from satellite data. Department of Statistics Preprint No. 650, The Ohio State University, Columbus, OH, 2000. |
R827257 (2000) |
not available |
Book Chapter | Cressie N, Johannesson G. Kriging for cut-offs and other difficult problems. In: Monestiez P, Allard D, Froidevaux R, eds. geoENV III—Geostatistics for Environmental Applications, Quantitative Geology and Geostatistics Series Volume 11. Dordrecht, The Netherlands: Kluwer, 2001, pp. 299-310. |
R827257 (2001) R827257 (Final) |
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Book Chapter | Johannesson G, Cressie N. Variance-covariance modeling and estimation for multi-resolution spatial models. In: Sanchez-Villa X, Carrera J, Gomez-Hernandez JJ, eds. geoENV IV—Geostatistics for Environmental Applications, Quantitative Geology and Geostatistics Series Volume 13. Dordrecht, The Netherlands: Kluwer, 2004, pp. 319-330. |
R827257 (Final) |
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Book Chapter | Ver Hoef JM, Cressie N, Fisher RN, Case TJ. Uncertainty and spatial linear models for ecological data. In: Hunsaker CT, Goodchild MF, Friedl MA, Case TJ, eds. Spatial Uncertainty for Ecology: Implications for Remote Sensing and GIS Applications. New York, NY: Springer-Verlag, 2001, Chapter 10, pp. 214-237. |
R827257 (2001) R827257 (Final) |
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Book Chapter | Wikle CK. Spatial modelling of count data: a case study in modelling breeding bird survey data on large spatial domains. In: Lawson A, Denison DGT, eds. Spatial Cluster Modelling. London, UK: Chapman & Hall, 2002, Chapter 11, pp. 199-209. |
R827257 (2001) R827257 (Final) |
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Book Chapter | Wikle CK, Royle JA. Spatial statistical modeling in biology. In: Encyclopedia of Life Support Systems. Developed under the Auspices of the UNESCO, Eolss Publishers, Paris, France. Oxford, UK: EOLSS Publishers, 2004, 27 pp. |
R827257 (Final) |
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Conference Proceedings | Cressie NA. Statistical analysis of data from a geographic information system. In: Stein A, Pebesma E, eds. GIS en Waarachtig! Proceedings of Symposium Statistische Software. Amsterdam, The Netherlands: Geodan IT, 1999, pp. 21-36. |
R827257 (Final) |
not available |
Conference Proceedings | Cressie N, Ver Hoef JM. Multivarate geostatistics for precision agriculture (with discussion). In: Proceedings of the 53rd Session of the International Statistical Institute World Statistics Congress, Seoul, Korea, August 22-29, 2001, Volume 59, Book 1, pp. 407-410. |
R827257 (2001) R827257 (Final) |
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Conference Proceedings | Royle JA, Wikle CK. A spatio-temporal model for the state of wetland basins in the U.S. Prairie Pothole Region. In: Proceedings of the 53rd Session of the International Statistical Institute World Statistics Congress, Seoul, Korea, August 22-29, 2001, Volume 59, Book 1, pp. 83-86. |
R827257 (2001) R827257 (Final) |
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Conference Proceedings | Wikle CK. A kernel-based spectral approach for spatiotemporal dynamic models. In:Proceedings of the 1st Spanish Workshop on Spatio-Temporal Modelling of Environmental Processes (METMA), Benicassim, Castellon, Spain, October 28-31, 2001, pp.167-180. |
R827257 (2001) R827257 (Final) |
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Journal Article | Aldworth J, Cressie N. Prediction of nonlinear spatial functionals. Journal of Statistical Planning and Inference 2003;112(1-2):3-41. |
R827257 (2001) R827257 (Final) |
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Journal Article | Berliner LM, Levine RA, Shea DJ. Bayesian climate change assessment. Journal of Climate 2000;13(21):3805-3820. |
R827257 (2000) R827257 (Final) |
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Journal Article | Berliner LM, Wikle CK, Cressie N. Long-lead prediction of Pacific SSTs via Bayesian dynamic modeling. Journal of Climate 2000;13(22):3953-3968. |
R827257 (2000) R827257 (Final) |
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Journal Article | Berliner M. Hierarchical Bayesian modeling in the environmental sciences. Allgemeines Statistisches Archiv (AStA Advances in Statistical Analysis) 2000;84(2):141-153. |
R827257 (2000) R827257 (Final) |
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Journal Article | Cressie N, Stern HS, Wright DR. Mapping rates associated with polygons. Journal of Geographical Systems 2000;2(1):61-69. |
R827257 (1999) R827257 (Final) |
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Journal Article | Cressie N, Collins LB. Analysis of spatial point patterns using bundles of product density LISA functions. Journal of Agricultural, Biological, and Environmental Statistics 2001;6(1):118-135. |
R827257 (2001) |
not available |
Journal Article | Cressie N, Pardo L, del Carmen Pardo M. Size and power considerations for testing loglinear models using ϕ-divergence test statistics. Statistica Sinica 2003;13(2):555-570. |
R827257 (2001) R827257 (Final) |
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Journal Article | Gabrosek J, Cressie N. The effect on attribute prediction of location uncertainty in spatial data. Geographical Analysis 2002;34(3):262-285. |
R827257 (2001) R827257 (Final) |
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Journal Article | Huang H-C, Cressie N, Gabrosek J. Fast, resolution-consistent spatial prediction of global processes from satellite data. Journal of Computational and Graphical Statistics 2002;11(1):63-88. |
R827257 (2001) R827257 (Final) |
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Journal Article | Kaiser MS, Cressie N, Lee J. Spatial mixture models based on exponential family conditional distributions. Statistica Sinica 2002, Volume: 12, Number: 2 (APR), Page: 449-474. |
R827257 (2001) |
not available |
Journal Article | Lahiri SN, Lee Y, Cressie N. On asymptotic distribution and asymptotic efficiency of least squares estimators of spatial variogram parameters. Journal of Statistical Planning and Inference 2002;103(1-2):65-85. |
R827257 (1999) R827257 (2001) R827257 (Final) |
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Journal Article | Lee J, Kaiser MS, Cressie N. Multiway dependence in exponential family conditional distributions. Journal of Multivariate Analysis 2001;79(2):171-190. |
R827257 (2001) |
not available |
Journal Article | Mugglin AS, Cressie N, Gemmell I. Hierarchical statistical modelling of influenza epidemic dynamics in space and time. Statistics in Medicine 2002;21(18):2703-2721. |
R827257 (2001) R827257 (Final) |
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Journal Article | Shen XT, Huang HC, Cressie N. Nonparametric hypothesis testing for a spatial signal Journal of the American Statistical Association 2002, Volume: 97, Number: 460 (DEC), Page: 1122-1140. |
R827257 (2001) |
not available |
Journal Article | Stern HS, Cressie N. Posterior predictive model checks for disease mapping models. Statistics in Medicine 2000;19(17-18):2377-2397. |
R827257 (1999) R827257 (Final) |
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Journal Article | Wikle CK. A kernel-based spectral model for non-Gaussian spatio-temporal processes. Statistical Modelling 2002;2(4):299-314. |
R827257 (2001) R827257 (Final) |
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Journal Article | Wikle CK, Berliner LM, Milliff RF. Hierarchical Bayesian approach to boundary value problems with stochastic boundary conditions. Monthly Weather Review 2003;131(6):1051-1062. |
R827257 (Final) |
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Journal Article | Wikle CK. Hierarchical Bayesian models for predicting the spread of ecological processes. Ecology 2003;84(6):1382-1394. |
R827257 (2001) R827257 (Final) |
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Journal Article | Zhu J, Lahiri SN, Cressie N. Asymptotic inference for spatial CDFs over time. Statistica Sinica 2002;12(3):843-861. |
R827257 (Final) |
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Meeting | Participated in the MISR (Multi-Angle Imaging SpectroRadiometer) instrument Science Team Meeting, Jet Propulsion Laboratory, Pasadena, CA, December 2000. |
R827257 (2000) |
not available |
Meeting | Invited leader of Roundtable Luncheon, Section on Statistical Graphics, Filtering noisy satellite data in space and time, American Statistical Association Annual Meeting, Baltimore, MD, August 1999. |
R827257 (1999) |
not available |
Meeting | Organizer of the Invited Paper Session, Spatial Methodology for Minefield Detection, American Statistical Association Annual Meeting, Baltimore, MD, August 1999. |
R827257 (1999) |
not available |
Meeting | Invited discussant in the session, Understanding Particulate Matter Air Pollution, at the American Statistical Association Annual Meeting, Baltimore, MD, August 1999. |
R827257 (1999) |
not available |
Presentation | Berliner LM. Bayesian analysis and computer models. Presented at the ENAR-IMS Meeting, Charlotte, NC, March 2001. |
R827257 (2001) |
not available |
Presentation | Berliner LM. Bayesian decision theory. Presented at the 8th International Meeting on Statistics and Climatology, Luneburg, Germany, March 2001. |
R827257 (2001) |
not available |
Presentation | Berliner LM. Bayesian hierarchical air-sea modeling for the Labrador Sea. Presented at a NASA-sponsored meeting on Physical Oceanography, Miami, FL, April 2001. |
R827257 (2001) |
not available |
Presentation | Berliner LM. Bayesian modeling of climate and weather. Presented at the Joint Statistical Meetings, Atlanta, GA, August 2001. |
R827257 (2001) |
not available |
Presentation | Berliner LM. Hierarchical Bayesian modeling in the environmental sciences. Presented invited paper at the Workshop on Hierarchical Modeling in Environmental Statistics, The Ohio State University, Columbus, OH, May 2000. |
R827257 (2000) |
not available |
Presentation | Berliner LM. Hierarchical Bayesian space-time models. Invited seminar speaker, Department of Statistics, The University of Auckland, Auckland, New Zealand, July 2000. |
R827257 (2000) |
not available |
Presentation | Berliner LM. Hierarchical Bayesian space-time models. Invited seminar speaker, School of Mathematics, Queensland University of Technology, Brisbane, Australia, July 2000. |
R827257 (2000) |
not available |
Presentation | Berliner LM. Hierarchical Bayesian space-time models: geophysical applications. Presented invited paper at the 15th Australian Statistical Conference, Adelaide, Australia, July 2000. |
R827257 (2000) |
not available |
Presentation | Berliner LM. Hierarchical Bayesian space-time models: geophysical applications. Presented at a SIAM Conference, Boulder, CO, June 2001. |
R827257 (2001) |
not available |
Presentation | Berliner LM. Hierarchical space-time models: physically based models for combining geophysical data. Presented an invited paper at Interface 2000 Meeting, New Orleans, LA, April 2000. |
R827257 (2000) |
not available |
Presentation | Berliner LM. Hierarchical techniques. Presented at the Environmental Protection Agency-sponsored Spatial Data Analysis Technical Exchange Workshop, Research Triangle Park, NC, December 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. A bird's eye view of earth and its atmosphere. Presented at the Statistical Society of Canada Annual Meeting, Vancouver, Canada, June 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N, Daniels M. A hierarchical Bayesian model for estimating the covariance function in longitudinal data. Presented paper at the Institute of Mathematical Statistics Session, American Statistical Association Annual Meeting, Baltimore, MD, August 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N. A spatial-temporal statistical approach to problems in command and control. Presented at the Interdisciplinary Research Seminar on Statistical Signal and Image Processing, Departments of Electrical Engineering and Statistics, The Ohio State University, Columbus, OH, January 2001. |
R827257 (2001) |
not available |
Presentation | A spatial-temporal statistical approach to problems in command and control. Presented an invited paper at the Sixth Army Conference on Applied Statistics, Houston, TX, October 2000. |
R827257 (2000) |
not available |
Presentation | Bayesian weather and climate prediction. Invited paper presented at the American Statistical Association Annual Meeting, Baltimore, MD, August 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N. Fast spatial prediction of global processes for satellite data. Presented at the 23rd Journees de Statistique, French Statistical Society, Nantes, France, May 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Fast spatial prediction of global processes from satellite data. Invited seminar speaker, Department of Statistics, University of Munich, Germany, July 2000. |
R827257 (2000) |
not available |
Presentation | Fast spatial prediction of global processes from satellite data. Invited seminar speaker at the Department of Statistics, The Ohio State University, Columbus, OH, November 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N. Fast spatial prediction of global processes from satellite data. Presented to the Departmento de Estatistica e Investigacion Operativa, Universidad de Santiago de Compostela, October 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Forecasting El Nino in a highly variable global environment. Presented at the Undergraduate Recognition Ceremony, Department of Mathematics, The Ohio State University, Columbus, OH, May 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Geostatistical methods for exposure mapping. Presented two invited lectures at the INSERM Workshop on Statistical Methods for Analyzing Geographic Variations in Health Indicators, French National Institute of Health and Medical Research, Le Vesinet, France, April 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N. Hierarchical space-time statistical modeling of an epidemic. Presented to the Department of Statistics and Economics, University of Toulouse I, France, March 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Hierarchical spatio-temporal statistical modeling with application to climate prediction. Presented paper at the Highly Structured Stochastic Systems (HSSS) Workshop on Statistical Modeling of Spatial and Space-Time Processes, Centre International de Recherches Mathematiques, Luminy, France, July 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N, Hrafnkelsson B. Hierarchical statistical analysis of spatial count data. Paper presented at the American Statistical Association Annual Meeting, Indianapolis, IN, August 2000. |
R827257 (2000) |
not available |
Presentation | Inference for extreme rates from health effects maps. Presented at the 45th Biometrisches Kolloquium, Internationale Biometrische Gesellschaft, Deutsche Region, Dortmund, Germany, March 1999. |
R827257 (1999) |
not available |
Presentation | Inference for spatio-temporal processes. Invited Seminar speaker at the Department of Statistics and Operations Research, Universidad Complutense de Madrid, Spain, April 1999. |
R827257 (1999) |
not available |
Presentation | Inference for spatio-temporal processes. Mitchell Lecturer, Department of Statistics, University of Glasgow, Scotland, April 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N. Kriging for cut-offs and other difficult problems. Presented invited paper at the Workshop on Spatial Information and Data Analysis, Perth, Australia, November 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N, Johannesson G. Kriging for cut-offs and other difficult problems. Presented an invited paper at the geoENV 2000, Avignon, France, November 2000. |
R827257 (2000) |
not available |
Presentation | Multi-resolution modeling of remotely sensed data and its implications for statistical graphics. Presented an invited paper at the American Statistical Association Annual Meeting, Indianapolis, IN, August 2000. |
R827257 (2000) |
not available |
Presentation | Cressie N. Multiresolution statistical mapping from spatio-temporal data. Presented at RSS2001, the Royal Statistical Society Annual Meeting, Glasgow, Scotland, July 2001. |
R827257 (2001) |
not available |
Presentation | Multiscale spatio-temporal prediction using constrained tree-structured models. Presented at the American Statistical Association Annual Meeting, Baltimore, MD, August 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N, Ver Hoef J. Multivariate geostatistics for precision agriculture. Presented at the 53rd Session of the International Statistical Institute, Seoul, South Korea, August 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N, Shen X, Huang HC. Non parametric hypothesis testing for a spatial signal. Presented at the 11th International Workshop on Stereology, Stochastic Geometry, and Related Fields, University of Western Australia, Perth, Western Australia, December 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Nonparametric hypothesis testing for a spatial signal. Presented to the Centre de Recherdes Mathematiques, University of Montreal, Canada, October 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Space-time modeling of total column ozone (TCO) satellite data: Exploratory analysis in a multiresolution context. Presented at the First Spanish Workshop on Spatio-Temporal Modelling of Environmental Processes, October 2001. |
R827257 (2001) |
not available |
Presentation | Spatial analysis of environmental data from a geographic information system. Presented an invited paper at the American Statistical Association Annual Meeting, Indianapolis, IN, August 2000. |
R827257 (2000) |
not available |
Presentation | Spatial prediction of global phenomena via remote sensing. Invited seminar speaker at the Department of Mathematics, University of Western Australia, Perth, Australia, November 1999. |
R827257 (1999) |
not available |
Presentation | Spatial prediction, spatio-temporal modeling, and applications. Presented four invited lectures at European Courses in Advanced Statistics: Environmental Statistics, Garpenberg, Sweden, September 1999. |
R827257 (1999) |
not available |
Presentation | Spatial statistical analysis of data using geostatistical and GIS tools. Presented the keynote address at the Fall Seminar of Statistical Society of Ottawa, Canada, October 2000. |
R827257 (2000) |
not available |
Presentation | Spatial statistical analysis of data using geostatistical and GIS tools. Presented the keynote address to Workshop on Spatial Information and Data Analysis, Perth, Australia, November 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N. Spatial statistical modeling, with environmental applications. Presented at the 53rd Session of the International Statistical Institute, Seoul, South Korea, August 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Spatial statistics and environmental science. Presented at the Spring Meeting of the Greater Cincinnati Chapter of the American Statistical Association, March 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Spatial statistics and environmental science. Presented to the Department of Statistics, University of Missouri, Applied Statistics Week, Columbia, MO, April 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Spatial-temporal prediction at multiple resolutions. Presented to the Centre de Recherdes Mathematiques, University of Montreal, Canada, October 2001. |
R827257 (2001) |
not available |
Presentation | Cressie N. Spatial-temporal prediction at multiple resolutions. Presented at the Inaugural Conference of Program in Environmental Statistics, Department of Biostatistics, Harvard School of Public Health, September 2001. |
R827257 (2001) |
not available |
Presentation | Spatially descriptive, temporally dynamic models for environmental statistics. Presented an invited paper at the Conference on Spatial Temporal Modelling and Its Applications, University of Leeds, UK, July 1999. |
R827257 (1999) |
not available |
Presentation | Cressie N, Mugglin A. Spatio-temporal hierarchical modeling of an infectious disease from (simulated) count data. Presented an invited paper at the Compstat 2000 Conference, Utrecht, The Netherlands, August 2000. |
R827257 (2000) |
not available |
Presentation | Cressie N. Spatio-temporal prediction of global phenomena via remote sensing. Presented at the NASA Workshop on Issues in the Application of Data Mining to Scientific Data, University of Alabama, Huntsville, AL, October 1999 (contributed paper). |
R827257 (1999) |
not available |
Presentation | Spatio-temporal prediction of global phenomena via remote sensing. Mitchell Lecturer, Department of Statistics, University of Glasgow, Scotland, April 1999. |
R827257 (1999) |
not available |
Presentation | Statistical analysis of data from a Geographic Information System. Presented a keynote address to Symposium Statistische Software '99, Vereniging voor Statistiek en Operationele Research, Utrecht, Netherlands, November 1999. |
R827257 (1999) |
not available |
Presentation | Wikle CK. A hierarchical kernel-based approach for spatio-temporal dynamical models. Presented at the Spatial Moving Average Workshop, Seattle, WA, May 2001. |
R827257 (2001) |
not available |
Presentation | Wikle CK. Conditional modeling: linking first principles with uncertainty. Presented invited paper at the Workshop on Hierarchical Modeling in Environmental Statistics, The Ohio State University, Columbus, OH, May 2000. |
R827257 (2000) |
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Presentation | Wikle CK. Hierarchical Bayesian models and long-lead prediction. Invited seminar speaker; Department of Geological and Atmospheric Sciences, Iowa State University, Ames, IA, April 2000. |
R827257 (2000) |
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Presentation | Wikle CK. Hierarchical Bayesian models in atmospheric science. Invited seminar speaker; Department of Statistics and Department of Atmospheric Sciences, University of Illinois, Urbana, IL, April 2000. |
R827257 (2000) |
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Presentation | Wikle CK. Hierarchical modeling of non-linear spatio-temporal systems. Presented at the Joint Statistical Meetings, Atlanta, GA, August 2001. |
R827257 (2001) |
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Presentation | Wikle CK. Hierarchical models for spatio-temporal processes. Presented at the Conference on Monte Carlo in the New Millennium, University of Florida, Gainesville, FL, January 2001. |
R827257 (2001) |
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Presentation | Multiple spatial scales in hierarchical Bayesian spatio-temporal models. Presented an invited paper at the ENAR Biometric Society Spring Meeting, Chicago, IL, March 2000. |
R827257 (2000) |
not available |
Presentation | Wikle CK. SST and long-lead predictors. Presented to Boston University, Boston, MA, January 2001. |
R827257 (2001) |
not available |
Presentation | Spatio-temporal modeling of physical systems. Presented an invited paper at the Research Symposium on Spatio-Temporal Data, Australian National University, Canberra, Australia, September 2000. |
R827257 (2000) |
not available |
Presentation | Wikle CK. Spatio-temporal modeling: The hierarchical perspective. Presented to the Department of Statistics, Harvard University, Cambridge, MA, January 2001. |
R827257 (2001) |
not available |
Presentation | Wikle CK. Spectral approaches in hierarchical spatio-temporal models. Presented at the 20th Leeds Annual Statistical Research Workshop, Leeds, U.K., July 2001. |
R827257 (2001) |
not available |
Proceedings | Cressie N, Johannesson G. Kriging for cut-offs and other difficult problems. geoENV 2000 Proceedings, Kluwer, Dordrecht, 2001. |
R827257 (2000) |
not available |
Proceedings | Cressie N, Johannesson G. Space-time modeling of total column ozone (TCO) satellite data: Exploratory analysis in a multiresolution context. Proceedings of the 1st Spanish Workshop on Spatio-Temporal Modelling of Environmental Processes (METMA). Benicassim, Castellon, Spain, October 28-31, 2001, pp. 41-49. |
R827257 (2001) |
not available |
Proceedings | Zhu J, Lahiri SN, Cressie N. Asymptotic distribution of the empirical cumulative distribution function predictor under nonstationarity. In: Moore M, ed. CRM Proceedings, Springer, NY (to be submitted, 2001). |
R827257 (1999) |
not available |
Report | Prediction of nonlinear spatial functionals. Department of Statistics Preprint No. 649, The Ohio State University, 2000. |
R827257 (2000) |
not available |
Report | Hrafnkelsson B, Cressie N. Hierarchical modeling of count data with application to nuclear fall-out. Department of Statistics Preprint No. 663, The Ohio State University, Columbus, OH, 2000. |
R827257 (2000) |
not available |
Report | Mugglin AS, Cressie N, Gemmell I. Hierarchical statistical modeling of influenza-epidemic dynamics in space and time. Department of Statistics Preprint No. 662, The Ohio State University, Columbus, OH, 2000. |
R827257 (2000) |
not available |
The perspectives, information and conclusions conveyed in research project abstracts, progress reports, final reports, journal abstracts and journal publications convey the viewpoints of the principal investigator and may not represent the views and policies of ORD and EPA. Conclusions drawn by the principal investigators have not been reviewed by the Agency.