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This book presents an overview of reproducing kernel Hilbert, Sobolev, and Hölder spaces. Unlike most related books, this one brings together the two perspectives of geostatistics and reproducing kernel Hilbert spaces. It begins with second-order random fields defined over Hilbert spaces and then progresses to applications to space, space-time random fields, vector-valued random fields, functional geostatistics, and extreme-valued random fields. The book includes real-world examples and case studies that illustrate data analysis and simulation. All examples are implemented with R packages.
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Edition | Availability |
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1
Random Fields And Applications To SpaceTime, Multivariate, Functional Geostatistics, And Spatial Extremes
August, 2013, Chapman and Hall/CRC
Hardcover
in English
- First edition
1439876746 9781439876749
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Includes index.
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- Created November 9, 2019
- 5 revisions
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January 30, 2024 | Edited by ImportBot | import existing book |
February 3, 2023 | Edited by ImportBot | import existing book |
September 17, 2021 | Edited by ImportBot | import existing book |
November 9, 2019 | Edited by Kaustubh Chakraborty | Added new book |
November 9, 2019 | Created by Kaustubh Chakraborty | Added new book. |