Statistical Analysis of Spatial and Spatio-Temporal Point Patterns, Third Edition (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)

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.

由一位知名的統計學家和作者撰寫，這本暢銷書的第一版在當時新興的空間統計學領域中開創了新局面，涵蓋了空間點模式的內容。第三版《空間和時空點模式的統計分析》保留了第二版的所有內容，並增加了大量新的材料，介紹了分析具有空間參考點過程數據的模型和統計方法。

正如標題所示，這本第三版現在還涵蓋了時空點模式。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各種應用。實際示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包來使用R。作者的網站上提供了示例R代碼和數據集。