Statistical analysis of spatial and spatio-temporal point patterns

• Main Author: Diggle, Peter (Author)
• Format: Electronic eBook
• Language: English
• Published: Boca Raton : CRC Press, [2014]
• Edition: Third edition.
• Series: Monographs on statistics and applied probability ; 128.
• Subjects: Spatial analysis (Statistics); elektronické knihy; electronic books
• ISBN: 9781466560246
• Physical Description: 1 online resource : text file, PDF

Table of 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.