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Theory of Spatial Statistics A Concise Introduction

Theory of Spatial Statistics A Concise Introduction

M.N.M. van Lieshout
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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.
年:
2019
出版:
1
出版社:
CRC Press
语言:
english
页:
183
ISBN 10:
0367146428
ISBN 13:
9780367146429
系列:
Texts in Statistical Science
文件:
PDF, 1.73 MB
IPFS:
CID , CID Blake2b
english, 2019
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