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Statistical analysis of spatial and spatio-temporal point patterns. 3rd ed. (English) Zbl 1435.62004

Monographs on Statistics and Applied Probability 128. Boca Raton, FL: CRC Press (ISBN 978-1-4665-6023-9/hbk; 978-1-032-47747-3/pbk; 978-1-4665-6024-6/ebook). xxxi, 267 p. (2014).
Publisher’s description: 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.

MSC:

62-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics
62M30 Inference from spatial processes
62P10 Applications of statistics to biology and medical sciences; meta analysis
62P12 Applications of statistics to environmental and related topics
62H11 Directional data; spatial statistics

Software:

R
Full Text: DOI