| Main Title |
Theory of spatial statistics : a concise introduction / |
| Type |
EBOOK |
| 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 |
|
| 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 |
| Origin |
CRCPRESS |
| Type |
EBOOK |
| OCLC Rec Leader |
03166cam a2200541Ki 45 |
