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Statistical analysis of spatial and spatio-temporal point patterns / Peter J. Diggle.

By: Material type: TextTextSeries: Monographs on statistics and applied probability ; 128.Publication details: Boca Raton : CRC Press, T c2014.Edition: 3rd edDescription: xxxi, 267 p. : illustrations ; 24 cmISBN:
  • 9781466560239 (hbk.)
Subject(s): DDC classification:
  • 000SA.07 23 D573
Contents:
1. Introduction -- 2. Preliminary testing -- 3. Methods for sparsely sampled patterns -- 4. Spatial point processes -- 5. Nonparametric methods -- 6. Models -- 7. Model-fitting using summary descriptions -- 8. Model-fitting using likelihood-based methods -- 9. Point process methods in spatial epidemiology -- 10. Spatio-temporal point processes -- 11. Exploratory analysis -- 12. Empirical models and methods -- 13. Mechanistic models and methods -- References -- Index.
Summary: This third rdition 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.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 000SA.07 D573 (Browse shelf(Opens below)) Available 136534
Total holds: 0

Includes bibliographical references and index.

1. Introduction --
2. Preliminary testing --
3. Methods for sparsely sampled patterns --
4. Spatial point processes --
5. Nonparametric methods --
6. Models --
7. Model-fitting using summary descriptions --
8. Model-fitting using likelihood-based methods --
9. Point process methods in spatial epidemiology --
10. Spatio-temporal point processes --
11. Exploratory analysis --
12. Empirical models and methods --
13. Mechanistic models and methods --
References --
Index.

This third rdition 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.

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