| 000 -LEADER |
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| fixed length control field |
nam a22 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
240214b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780367146399 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.535 |
| Item number |
VAN |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Van Lieshout, M. N. M. |
| 245 ## - TITLE STATEMENT |
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| Title |
Theory of spatial statistics : a concise introduction |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Boca Raton : |
| Name of publisher, distributor, etc |
CRC Press, |
| Date of publication, distribution, etc |
2019 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xi, 148 p. ; |
| Other physical details |
ill., |
| Dimensions |
26 cm. |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
56.99 |
| Price type code |
₤ |
| Unit of pricing |
110.20 |
| 490 ## - SERIES STATEMENT |
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| Volume number/sequential designation |
Texts in statistical science |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Mathematics Applied |
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| Topical term or geographic name as entry element |
Probability |
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| Topical term or geographic name as entry element |
Statistics General |
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| Topical term or geographic name as entry element |
Spatial analysis |
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| Topical term or geographic name as entry element |
Random field modelling |
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| Topical term or geographic name as entry element |
Bounded Borel set |
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| Topical term or geographic name as entry element |
Covariance function |
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| Topical term or geographic name as entry element |
Estimator |
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| Topical term or geographic name as entry element |
Poisson process |
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| Topical term or geographic name as entry element |
Probability density |
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| Topical term or geographic name as entry element |
Semi-variogram |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
Books |