Theory of Spatial Statistics: A Concise Introduction, 1st Edition (Paperback) book cover

Theory of Spatial Statistics

A Concise Introduction, 1st Edition

By M.N.M. van Lieshout

Chapman and Hall/CRC

148 pages | 29 B/W Illus.

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Description

Spatial data are collected in various ways, for example, weather maps, soil samples, incident patterns, microscopical slices, satellite, radar, or X-ray images. The statistical analysis of spatial data is treated as a separate topic, as it is different from classical statistical data in a number of ways. This book presents a concise introduction to the theory underlying the analysis of the main types of spatial data. It includes examples to illustrate the topics, including R code for their implementation, as well as exercises to support course teaching and self-study.

Table of Contents

Introduction

Random field modelling and interpolation

Models and inference for areal unit data

Spatial point processes

Appendix: Solutions to theoretical exercises

About the Author

Marie-Colette van Lieshout is a Researcher in the group Stochastics of the Centre for Mathematics and Computer Science CWI and at the University Twente.

About the Series

Chapman & Hall/CRC Texts in Statistical Science

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Subject Categories

BISAC Subject Codes/Headings:
MAT029000
MATHEMATICS / Probability & Statistics / General
TEC010000
TECHNOLOGY & ENGINEERING / Environmental / General