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Main Title Theory of spatial statistics : a concise introduction /
Author Van Lieshout, M. N. M.,
Publisher CRC Press,
Year Published 2019
Call Number QA278.2.V36 2019eb
ISBN 9780429052866; 0429052863; 9780429627033; 0429627033; 9780429625398; 0429625391; 9780429628672; 0429628676
Subjects Spatial analysis (Statistics) ; MATHEMATICS / Applied ; MATHEMATICS / Probability & Statistics / General ; TECHNOLOGY / Environmental Engineering & TECHNOLOGY
Internet Access
Description Access URL
Taylor & Francis https://www.taylorfrancis.com/books/9780429052866
Collation 1 online resource.
Notes OCLC-licensed vendor bibliographic record.
Due to license restrictions, this resource is available to EPA employees and authorized contractors only
Contents Notes Introduction -- Random field modelling and interpolation -- Models and inference for areal unit data -- Spatial point processes. Theory of Spatial Statistics: A Concise Introduction presents the most important models used in spatial statistics, including random fields andpoint processes, from a rigorous mathematical point of view and shows howto 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 lecturenotes 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.
Place Published Boca Raton, Florida
PUB Date Free Form 2019
BIB Level m
Medium computer
Content text
Carrier online resource
Cataloging Source RDA
OCLC Time Stamp 20190426110708
Language eng
OCLC Rec Leader 03166cam a2200541Ki 45