Random Fields and Applications to SpaceTime, Multivariate, Functional Geostatistics, and Spatial Extremes
Author:   Emilio Porcu (Technical University, Valparaiso, Chile) ,  Simone Padoan (EPFL, Lausanne, Switzerland) ,  Moreno Bevilacqua (University of Valparaiso, Chile)
Publisher:   Taylor & Francis Ltd
ISBN:  

9781439876749


Pages:   500
Publication Date:   26 June 2017
Format:   Hardback
Availability:   Not yet available   Availability explained
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Random Fields and Applications to SpaceTime, Multivariate, Functional Geostatistics, and Spatial Extremes


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Overview

This book presents an overview of reproducing kernel Hilbert, Sobolev, and Hoelder 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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Author:   Emilio Porcu (Technical University, Valparaiso, Chile) ,  Simone Padoan (EPFL, Lausanne, Switzerland) ,  Moreno Bevilacqua (University of Valparaiso, Chile)
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
ISBN:  

9781439876749


ISBN 10:   1439876746
Pages:   500
Publication Date:   26 June 2017
Audience:   College/higher education ,  Tertiary & Higher Education ,  Undergraduate
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

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