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Statistical Analysis and Modelling of Spatial Point Patterns
Janine Illian
€ 142.20
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Description for Statistical Analysis and Modelling of Spatial Point Patterns
Hardcover. Statistical Analysis and Modelling of Spatial Point Patterns provides an accessible account of the statistical analysis of spatial point patterns taking particular account of spatial data. Applications are central to the book and there are examples from biology, geology, ecology and environmental sciences as well as forestry. Series: Statistics in Practice. Num Pages: 560 pages, Illustrations. BIC Classification: PBWH. Category: (P) Professional & Vocational. Dimension: 234 x 162 x 36. Weight in Grams: 928.
Spatial point processes are mathematical models used to describe and analyse the geometrical structure of patterns formed by objects that are irregularly or randomly distributed in one-, two- or three-dimensional space. Examples include locations of trees in a forest, blood particles on a glass plate, galaxies in the universe, and particle centres in samples of material.
Spatial point processes are mathematical models used to describe and analyse the geometrical structure of patterns formed by objects that are irregularly or randomly distributed in one-, two- or three-dimensional space. Examples include locations of trees in a forest, blood particles on a glass plate, galaxies in the universe, and particle centres in samples of material.
Numerous aspects of the nature of a specific spatial point pattern may be described using the appropriate statistical methods. Statistical Analysis and Modelling of Spatial Point Patterns provides a practical guide to the use of these specialised methods. The application-oriented approach helps demonstrate ... Read more
The book:
- Provides an introduction to spatial point patterns for researchers across numerous areas of application
- Adopts an extremely accessible style, allowing the non-statistician complete understanding
- Describes the process of extracting knowledge from the data, emphasising the marked point process
- Demonstrates the analysis of complex datasets, using applied examples from areas including biology, forestry, and materials science
- Features a supplementary website containing example datasets.
Statistical Analysis and Modelling of Spatial Point Patterns is ideally suited for researchers in the many areas of application, including environmental statistics, ecology, physics, materials science, geostatistics, and biology. It is also suitable for students of statistics, mathematics, computer science, biology and geoinformatics.
Show LessProduct Details
Format
Hardback
Publication date
2008
Publisher
John Wiley & Sons Inc United Kingdom
Number of pages
560
Condition
New
Series
Statistics in Practice
Number of Pages
560
Place of Publication
, United States
ISBN
9780470014912
SKU
V9780470014912
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50
About Janine Illian
Janine Illian, SIMBIOS, University of Abertay, Dundee, Scotland. Antti Pentinen, Professor in the Department of Mathematics and Statistics, University of Jyvaskyla, Finland. Dietrich Stoyan, Professor a the Insitut für Stochastik, University of Freiberg, Germany.
Reviews for Statistical Analysis and Modelling of Spatial Point Patterns
"It adopts an extremely accessible style, allowing the non-statistician complete understanding, describes the process of extracting knowledge from the data, emphasizing marked point processes, demonstrates the analysis of complex data sets, using applied examples from areas including biology, forestry, and materials science, and features a supplementary website containing example datasets. This text is ideally suited for researchers in many areas ... Read more