Spatial Statistics: Methodological Aspects and Applications

Marc Moore

ISBN 10: 0387952403 / ISBN 13: 9780387952406

Editore: Springer New York, Springer US Mär 2001, 2001

Riguardo questo articolo

This item is printed on demand - Print on Demand Titel. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 304 pp. Englisch.

Codice articolo 9780387952406

Dati bibliografici

• Titolo: Spatial Statistics: Methodological Aspects and Applications
• Editore: Springer New York, Springer US Mär 2001
• Data di pubblicazione: 2001
• Lingua: Inglese
• ISBN 10: 0387952403
• ISBN 13: 9780387952406
• Rilegatura: Taschenbuch
• Condizione: Neu

Descrizione articolo

Riassunto

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.

Contenuti

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)