Statistical analysis of spatial and spatio-temporal point patterns /

Main Author: Diggle, Peter
Format: Book
Language:English
Published: Boca Raton : CRC Press, Taylor & Francis Group, [2014]
Edition:Third edition.
Series:Monographs on statistics and applied probability ; 128
Subjects:
Online Access:http://www.lancaster.ac.uk/staff/diggle/pointpatternbook/
Table of Contents:
  • Preliminary testing
  • Methods for sparsely sampled patterns
  • Spatial point processes
  • Nonparametric methods
  • Models
  • Model-fitting using summary descriptions
  • Model-fitting using likelihood-based methods
  • Point process methods in spatial epidemiology
  • Spatio-temporal point processes
  • Exploratory analysis
  • Empirical models and methods
  • Mechanistic models and methods.