M. N. M. van Lieshout

Theory of Spatial Statistics (eBook, PDF)

A Concise Introduction

• Format: PDF

Produktbeschreibung

Theory of Spatial Statistics: A Concise Introduction presents the most important models used in spatial statistics, including random fields and point processes, from a rigorous mathematical point of view and shows how to carry out statistical inference. It contains full proofs, real-life examples and theoretical exercises. Solutions to the latter are available in an appendix.

Assuming maturity in probability and statistics, these concise lecture notes are self-contained and cover enough material for a semester course. They may also serve as a reference book for researchers.

Features* Presents the mathematical foundations of spatial statistics.
* Contains worked examples from mining, disease mapping, forestry, soil and environmental science, and criminology.
* Gives pointers to the literature to facilitate further study.
* Provides example code in R to encourage the student to experiment.
* Offers exercises and their solutions to test and deepen understanding.

The book is suitable for postgraduate and advanced undergraduate students in mathematics and statistics.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 182
• Erscheinungstermin: 19. März 2019
• Englisch
• ISBN-13: 9780429628672
• Artikelnr.: 55876345

Autorenporträt

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.