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Statistical analysis of spatial and ...

Diggle, Peter.

Statistical analysis of spatial and spatio-temporal point patterns /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Statistical analysis of spatial and spatio-temporal point patterns /Peter J. Diggle.
作者:	Diggle, Peter.
出版者:	Boca Raton :CRC Press, Taylor & Francis Group,c2014.
面頁冊數:	xxxi, 267 p. :ill. ;24 cm.
附註:	"A Chapman & Hall book."
標題:	Spatial analysis (Statistics)
ISBN:	1466560231 (hbk.) :

Statistical analysis of spatial and spatio-temporal point patterns /
Diggle, Peter.

Statistical analysis of spatial and spatio-temporal point patterns /Peter J. Diggle. - 3rd ed. - Boca Raton :CRC Press, Taylor & Francis Group,c2014. - xxxi, 267 p. :ill. ;24 cm. - Monographs on statistics and applied probability ;128. - Monographs on statistics and applied probability (Series) ;119..

"A Chapman & Hall book."

Includes bibliographical references (p. 245-262) and index.

Preliminary testing -- Methods for sparsely sampled patterns -- Spatial point processes -- Nonparametric methods -- Models -- Model-fitting using summary descriptions -- Model-fitting using likelihood-based methods -- Point process methods in spatial epidemiology -- Spatio-temporal point processes -- Exploratory analysis -- Empirical models and methods -- Mechanistic models and methods.

Written by a prominent statistician and author, the first edition of this bestseller broke new ground in the then emerging subject of spatial statistics with its coverage of spatial point patterns. Retaining all the material from the second edition and adding substantial new material, Statistical Analysis of Spatial and Spatio-Temporal Point Patterns, Third Edition presents models and statistical methods for analyzing spatially referenced point process data. Reflected in the title, this third edition now covers spatio-temporal point patterns. It explores the methodological developments from the last decade along with diverse applications that use spatio-temporally indexed data. Practical examples illustrate how the methods are applied to analyze spatial data in the life sciences. This edition also incorporates the use of R through several packages dedicated to the analysis of spatial point process data. Sample R code and data sets are available on the author’s website --

ISBN: 1466560231 (hbk.) :NT$2123

LCCN: 2013444024

Nat. Bib. No.: GBB376753bnb

Nat. Bib. Agency Control No.: 016482921UkSubjects--Topical Terms:

185012
Spatial analysis (Statistics)

LC Class. No.: QA278.2 / .D54 2014

Dewey Class. No.: 519.535

Statistical analysis of spatial and spatio-temporal point patterns /
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300 $a xxxi, 267 p. : $b ill. ; $c 24 cm.
490 1 $a Monographs on statistics and applied probability ; $v 128
500 $a "A Chapman & Hall book."
504 $a Includes bibliographical references (p. 245-262) and index.
505 0 $a Preliminary testing -- Methods for sparsely sampled patterns -- Spatial point processes -- Nonparametric methods -- Models -- Model-fitting using summary descriptions -- Model-fitting using likelihood-based methods -- Point process methods in spatial epidemiology -- Spatio-temporal point processes -- Exploratory analysis -- Empirical models and methods -- Mechanistic models and methods.
520 $a Written by a prominent statistician and author, the first edition of this bestseller broke new ground in the then emerging subject of spatial statistics with its coverage of spatial point patterns. Retaining all the material from the second edition and adding substantial new material, Statistical Analysis of Spatial and Spatio-Temporal Point Patterns, Third Edition presents models and statistical methods for analyzing spatially referenced point process data. Reflected in the title, this third edition now covers spatio-temporal point patterns. It explores the methodological developments from the last decade along with diverse applications that use spatio-temporally indexed data. Practical examples illustrate how the methods are applied to analyze spatial data in the life sciences. This edition also incorporates the use of R through several packages dedicated to the analysis of spatial point process data. Sample R code and data sets are available on the author’s website -- $c Source other than Library of Congress.
650 0 $a Spatial analysis (Statistics) $3 185012
650 0 $a Statistics. $3 182057
830 0 $a Monographs on statistics and applied probability (Series) ; $v 119. $3 649485