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Theory of Spatial Statistics : A Concise Introduction. 空間統計学理論－入門
・ISBN 978-0-367-14642-9 hard GB£ 187.99
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・ISBN 978-0-367-14639-9 paper GB£ 69.99
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-0-429-05286-6
| 著者・編者 | van Lieshout, M. N. M., |
|---|---|
| シリーズ | Chapman & Hall/CRC Texts in Statistical Science Series |
| 出版社 | (Chapman & Hall / CRC, US) |
| 出版年月 | 2019 |
| ページ数 | 182 pp. |
| 言語 | ENG |
| ニュース番号 | ＜649-434 649-P972＞ |
解説
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.