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Theory of Spatial Statistics

A Concise Introduction

Medium: Buch
ISBN: 978-0-367-14642-9
Verlag: Chapman and Hall/CRC
Erscheinungstermin: 08.03.2019
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9780367146429
  • Medium: Buch
  • ISBN: 978-0-367-14642-9
  • Verlag: Chapman and Hall/CRC
  • Erscheinungstermin: 08.03.2019
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2019
  • Serie: Chapman & Hall/CRC Texts in Statistical Science
  • Produktform: Gebunden
  • Gewicht: 446 g
  • Seiten: 182
  • Format (B x H x T): 161 x 240 x 15 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

1. Introduction. 2. Random field modelling and interpolation. 3. Models and inference for areal unit data. 4. Spatial point processes. Appendix: Solutions to theoretical exercises