Statistical Analysis of Spatial and Spatio-Temporal Point Patterns, Third Edition (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
暫譯: 空間與時空點模式的統計分析(第三版)(Chapman & Hall/CRC 統計與應用機率專論)
Peter J. Diggle
- 出版商: CRC
- 出版日期: 2013-07-23
- 售價: $3,760
- 貴賓價: 9.5 折 $3,572
- 語言: 英文
- 頁數: 300
- 裝訂: Hardcover
- ISBN: 1466560231
- ISBN-13: 9781466560239
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相關分類:
機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
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相關主題
商品描述
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.
商品描述(中文翻譯)
由一位著名的統計學家和作者撰寫的這本暢銷書的第一版在當時新興的空間統計學領域開創了新局面,涵蓋了空間點模式。第三版的《空間與時空點模式的統計分析,第三版》保留了第二版的所有內容,並新增了大量新材料,介紹了用於分析空間參考點過程數據的模型和統計方法。
如標題所示,這一版現在涵蓋了時空點模式。它探討了過去十年的方法論發展,以及使用時空索引數據的多樣化應用。實際範例說明了這些方法如何應用於生命科學中的空間數據分析。
本版還通過幾個專門用於分析空間點過程數據的R套件來整合R的使用。示範R代碼和數據集可在作者的網站上獲得。