Statistical Inference for Spatial Processes

Ripley B D

ISBN 10: 0521424208 / ISBN 13: 9780521424202

Edité par Cambridge University Press, Cambridge, 1991

A propos de cet article

From an academic library with the usual stamps etc. Covers have been laminated. N° de réf. du vendeur A00021772

Détails bibliographiques

Titre : Statistical Inference for Spatial Processes

Éditeur : Cambridge University Press, Cambridge

Date d'édition : 1991

Reliure : Soft Cover

Etat : Good

Etat de la jaquette : No Jacket

Edition : Reprint.

Type de livre : A00021772

A propos de ce titre

Synopsis :

The study of spatial processes and their applications is an important topic in statistics and finds wide application particularly in computer vision and image processing. This book is devoted to statistical inference in spatial statistics and is intended for specialists needing an introduction to the subject and to its applications. One of the themes of the book is the demonstration of how these techniques give new insights into classical procedures (including new examples in likelihood theory) and newer statistical paradigms such as Monte-Carlo inference and pseudo-likelihood. Professor Ripley also stresses the importance of edge effects and of lack of a unique asymptotic setting in spatial problems. Throughout, the author discusses the foundational issues posed and the difficulties, both computational and philosophical, which arise. The final chapters consider image restoration and segmentation methods and the averaging and summarising of images. Thus, the book will find wide appeal to researchers in computer vision, image processing, and those applying microscopy in biology, geology and materials science, as well as to statisticians interested in the foundations of their discipline.