MARC状态：审校 文献类型：西文图书 浏览次数：111
- 题名/责任者:
- Statistical analysis of spatial and spatio-temporal point patterns / Peter J. Diggle, Lancaster University, England, UK.
- 版本说明:
- 3rd ed.
- 出版发行项:
- Boca Raton : CRC Press, Taylor & Francis Group, 2014.
- ISBN:
- 9781466560239 (hbk.)
- ISBN:
- 1466560231 (hbk.)
- 载体形态项:
- xxxi, 267 p. : ill. ; 24 cm.
- 个人责任者:
- Diggle, Peter, author.
- 论题主题:
- Statistics.
- 中图法分类号:
- O212.1
- 一般附注:
- "A Chapman & Hall book."
- 书目附注:
- Includes bibliographical references (pages 245-262) and index.
- 内容附注:
- 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.
- 摘要附注:
- 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 --Source other than Library of Congress.
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