Theory of Spatial Statistics A Concise Introduction 1st Edition Lieshout 0429627033 9780429627033

Theory of Spatial Statistics A Concise Introduction 1st Edition Lieshout – Ebook Instant Download/Delivery ISBN(s): 0429627033, 9780429627033

Product details:

• ISBN 10: 0429627033
• ISBN 13: 9780429627033
• Author: Van

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.

Table of contents:

Chapter 1: Introduction

Chapter 2: Random field modelling and interpolation

Chapter 3: Models and inference for areal unit data

Chapter 4: Spatial point processes

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