eBook - PDF
Statistical Analysis of Spatial and Spatio-Temporal Point Patterns
Peter J. Diggle
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- 300 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Statistical Analysis of Spatial and Spatio-Temporal Point Patterns
Peter J. Diggle
Book details
Table of contents
Citations
About This Book
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 Patter
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Information
Table of contents
- Front Cover
- Dedication
- Contents
- List of Figures
- List of Tables
- Preface
- 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