Theory of Spatial Statistics (eBook)

A Concise Introduction

M.N.M. van Lieshout (Autor)

eBook Download: EPUB

2019
182 Seiten
CRC Press (Verlag)
978-0-429-62703-3 (ISBN)

Infos

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.

Produkt-Details

• Erscheint lt. Verlag: 19.3.2019
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• ISBN-10: 0-429-62703-3 / 0429627033
• ISBN-13: 978-0-429-62703-3 / 9780429627033