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<図書>
Statistics for spatial data

責任表示 Noel A.C. Cressie
シリーズ Wiley series in probability and mathematical statistics ; . Applied probability and statistics
データ種別 図書
Rev. ed
出版者 New York : J. Wiley & Sons
出版年 c1993
本文言語 英語
大きさ xx, 900 p. : ill. ; 25 cm
概要 Spatial statistics-analyzing spatial data through statistical models-has proven exceptionally versatile, encompassing problems ranging from the microscopic to the astronomic. However, for the scientis... and engineer faced only with scattered and uneven treatments of the subject in the scientific literature, learning how to make practical use of spatial statistics in day-to-day analytical work has approached the impossible. Designed exclusively for the scientist eager to tap into the enormous potential of this analytical tool and upgrade his range of technical skills, Statistics for Spatial Data is a comprehensive, single-source guide to both the theory and applied aspects of current spatial statistical methods. The previous edition was hailed by Mathematical Reviews as an "excellent book which...will become a basic reference." This revised edition, an update of the 1991 edition, has been designed to meet the many technological challenges facing the scientist and engineer today. Concentrating on the three areas of geostatistical data, lattice data, and point patterns, the book sheds light on the link between data and model, revealing how design, inference, and diagnostics are an outgrowth of that link. It then explores new methods to reveal just how spatial statistical models can be used to solve important problems in a host of areas in science and engineering. Discussion includes: Exploratory spatial data analysis Spectral theory for stationary processes Spatial scale Simulation methods for spatial processes Spatial bootstrapping Statistical image analysis and remote sensing Computational aspects of model fitting Application of models to disease mapping Including material heretofore unavailable in book form, the book is unique in its emphasis on Markov random fields in its presentation of models for spatial lattice data. Designed to accommodate the practical needs of the professional, it also features the first unified and common notation for its subject as well as many detailed examples woven into the text, numerous illustrations (including graphs which illuminate the theory discussed) and over 1,000 references. Fully balancing theory with applications, Statistics for Spatial Data is an exceptionally clear guide on making optimal use of one of the ascendant analytical tools of the decade, one that has begun to capture the imagination of professionals in biology, earth science, civil, electrical, and agricultural engineering, geography, epidemiology, and ecology. 続きを見る

所蔵情報


理系図1F 開架 003212005000237 417/C 92 1993

理系図3F 数理独自 068222194007803 CRES/10/1 1993

書誌詳細

一般注記 Previous ed.: 1991
"A Wiley-interscience publication"
Includes bibliographical references and indexes
著者標目 *Cressie, Noel A. C.
件 名 LCSH:Spatial analysis (Statistics)
分 類 DC20:519.5
書誌ID 1000036936
ISBN 9780471002550
NCID BA2123997X
巻冊次 ISBN:9780471002550 ; XISBN:0471002550
NBN B9356987
登録日 2009.09.10
更新日 2017.10.03

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