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Spatial Statistics: Methodological Aspects and Applications

  • Book
  • © 2001

Overview

Editors:
  1. Marc Moore

    1. Département de mathématiques et de génie industriel, École Polytechnique de Montréal, Montréal, Canada

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Part of the book series: Lecture Notes in Statistics (LNS, volume 159)

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Table of contents (13 chapters)

  1. Front Matter

    Pages i-xvi
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  2. Asymptotic Distribution of the Empirical Cumulative Distribution Function Predictor under Nonstationarity

    • Jun Zhu, S. N. Lahiri, Noel Cressie
    Pages 1-20

  3. Robustness Problems in the Analysis of Spatial Data

    • Marc G. Genton
    Pages 21-37

  4. Standards Adoption Dynamics and Test for Nonspatial Coordination

    • C. Hardouin, X. Guyon
    Pages 39-56

  5. Random Fields on Zd, Limit Theorems and Irregular Sets

    • G. Perera
    Pages 57-82

  6. Multiscale Graphical Modeling in Space: Applications to Command and Control

    • Hsin-Cheng Huang, Noel Cressie
    Pages 83-113

  7. Unsupervised Image Segmentation Using a Telegraph Parameterization of Pickard Random Field

    • Jérôme Idier, Yves Goussard, Andrea Ridolfi
    Pages 115-140

  8. Estimation of Motion from Sequences of Images

    • Verena Gelpke, Hans R. Künsch
    Pages 141-167

  9. Applications of Random Fields in Human Brain Mapping

    • J. Cao, K. J. Worsley
    Pages 169-182

  10. In Praise of Tedious Permutation

    • Edward Bullmore, John Suckling, Michael Brammer
    Pages 183-200

  11. Group Analysis of Individual Activation Maps Using 3D Scale-Space Primal Sketches and a Markovian Random Field

    • Olivier Coulon, Jean-François Mangin, Jean-Baptiste Poline, Vincent Frouin, Isabelle Bloch
    Pages 201-212

  12. Some Statistical Aspects of Magnetoencephalography

    • Bernd Lütkenhöner
    Pages 213-245

  13. Statistics of Nonlinear Spatial Distortions in Histological Images

    • Thorsten Schormann, Andreas Dabringhaus
    Pages 247-262

  14. Statistical Analysis of Brain Maps: Some Lessons from Morphometrics

    • Fred L. Bookstein
    Pages 263-282

  15. Back Matter

    Pages 283-284
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Keywords

About this book

During the past twenty years spatial statistics has experienced important developments and has been applied in many fields of science. In view of these facts, spatial statistics was an important topic during the theme year on statistics at the CRM in 1997-98. This volume contains 13 papers based on presentations by eminent researchers at four workshops during that year: Statistical Inference for Spatial Processes; Image Analysis; Applications of Spatial Statistics in Earth, Environmental, and Health Sciences; and Statistics of Brain Mapping. These papers range from asymptotic considerations for spatial processes to practical considerations related to particular applications including important methodological aspects. Many contributions concern image analysis, mainly images related to brain mapping.

Editors and Affiliations

  • Département de mathématiques et de génie industriel, École Polytechnique de Montréal, Montréal, Canada

    Marc Moore

Bibliographic Information

  • Book Title: Spatial Statistics: Methodological Aspects and Applications

  • Editors: Marc Moore

  • Series Title: Lecture Notes in Statistics

  • DOI: https://doi.org/10.1007/978-1-4613-0147-9

  • Publisher: Springer New York, NY

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag New York, Inc. 2001

  • Softcover ISBN: 978-0-387-95240-6Published: 09 March 2001

  • eBook ISBN: 978-1-4613-0147-9Published: 06 December 2012

  • Series ISSN: 0930-0325

  • Series E-ISSN: 2197-7186

  • Edition Number: 1

  • Number of Pages: XVI, 308

  • Number of Illustrations: 26 b/w illustrations

  • Topics: Statistical Theory and Methods

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