Spatial Statistics: Methodological Aspects and Applications

Specificaties
Paperback, 308 blz. | Engels
Springer New York | 2001e druk, 2001
ISBN13: 9780387952406
Rubricering
Springer New York 2001e druk, 2001 9780387952406
Onderdeel van serie Lecture Notes in Statistics
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Samenvatting

This volume contains presentations by eminent researchers: Statistical Inference for Spatial Processes; Image Analysis; Applications of Spatial Statistics in Earth, Environmental, and Health Sciences; and Statistics of Brain Mapping. They 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.

Specificaties

ISBN13:9780387952406
Taal:Engels
Bindwijze:paperback
Aantal pagina's:308
Uitgever:Springer New York
Druk:2001

Inhoudsopgave

Asymptotic Distribution of the Empirical Cumulative Distribution Function Predictor under Nonstationarity (J. Zhu, S. Lahiri, N. Cressie) * Robustness Problems in the Analysis of Spatial Data (M. Genton) * Standards Adoption Dynamics and Test for Nonspatial Coordination (C. Hardouin, X. Guyon) * Random Fields on Z^d, Limit Theorems and Irregular Sets (G. Perera) * Multiscale Graphical Modeling in Space: Applications to Command and Control (H.-C. Huang, N. Cressie) * Unsupervised Image Segmentation Using a Telegraph Parametrization of Picakrd Random Field (J. Idier, Y. Goussard, A. Ridolfi) * Estimation of Motion from Sequences of Images (V. Gelpke, H. Künsch) * Applications of Random Fields in Human Brain Mapping (J. Cao, K. Worsley) * In Praise of Tedious Permuation (E. Bullmore, J. Suckling, M. Brammer) * Group Analysis of Individual Activation Maps Using 3D Scale-Space Primal Sketches and a Markovian Random Field (O. Coulon, J.-F. Mangin, J.-B. Poline, V. Frouin, I. Bloch) * Some Statistical Aspects of Magnetoencephalography (B. Lütkenhöner) * Statistics of Nonlinear Spatial Distortions in Histological Images (T. Schormann, A. Dabringhaus) * Statistical Analysis of Brain Maps: Some Lessons from Morphometrics (F. Bookstein)
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        Spatial Statistics: Methodological Aspects and Applications