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Spatial Statistics : Methodological Aspects and Applications - Marc Moore

Spatial Statistics

Methodological Aspects and Applications

By: Marc Moore (Editor)

Paperback

Published: 9th March 2001
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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 (Centre de recherches mathematiques, Universite de Montreeal) 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. This volume will be of interest to researchers in spatial statistics and to applied scientists considering how to utilize these tools. It should also be helpful to young researchers look for research topics. Marc Moore is professor of statistics at the Ecole Polytechnnique de Montreal. He has been Editor of the Canadian Journal of Statistics and is a former President of the Statistical Society of Canada.

Preface
Contributors
Asymptotic Distribution of the Empirical Cumulative Distribution Function Predictor under Nonstationarityp. 1
Robustness Problems in the Analysis of Spatial Datap. 21
Standards Adoption Dynamics and Test for Nonspatial Coordinationp. 39
Random Fields on Z[superscript d], Limit Theorems and Irregular Setsp. 57
Multiscale Graphical Modeling in Space: Applications to Command and Controlp. 83
Unsupervised Image Segmentation Using a Telegraph Parameterization of Pickard Random Fieldp. 115
Estimation of Motion from Sequences of Imagesp. 141
Applications of Random Fields in Human Brain Mappingp. 169
In Praise of Tedious Permutationp. 183
Group Analysis of Individual Activation Maps Using 3D Scale-Space Primal Sketches and a Markovian Random Fieldp. 201
Some Statistical Aspects of Magnetoencephalographyp. 213
Statistics of Nonlinear Spatial Distortions in Histological Imagesp. 247
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780387952406
ISBN-10: 0387952403
Series: Lecture Notes in Statistics
Audience: General
Format: Paperback
Language: English
Number Of Pages: 308
Published: 9th March 2001
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 23.39 x 15.6  x 1.65
Weight (kg): 0.44