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Spatio-Temporal Data - edition reliée, livre de poche

2011, ISBN: 0471692743

[EAN: 9780471692744], Neubuch, [SC: 0.0], [PU: WILEY Mrz 2011], MATHEMATICS; MATHEMATICS / PROBABILITY & STATISTICS GENERAL; MEDICAL BIOSTATISTICS; TECHNOLOGY ENGINEERING REMOTE SENSING G… Plus…

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Statistiken für räumlich-zeitliche Daten (Wiley-Serie in der computergestützten Statistik) - nouveau livre

ISBN: 9780471692744

Statistics for Spatio-Temporal Data presents a systematic approach to key quantitative techniques that incorporate the latest advances in statistical computing as well as hierarchical, pa… Plus…

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Wikle, Christopher/ Cressie, Noel A. C.:
Statistics for Spatio-temporal Data - Première édition

2011

ISBN: 0471692743

Edition reliée

[EAN: 9780471692744], Libro nuovo, [SC: 11.16], [PU: John Wiley & Sons Inc], 1st edition. 624 pages. 9.30x6.10x1.40 inches. In Stock., Books

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Noel Cressie, Christopher K. Wikle:
Statistics for Spatio-Temporal Data - edition reliée, livre de poche

2011, ISBN: 0471692743

[EAN: 9780471692744], Libro nuovo, [SC: 43.43], [PU: Wiley], Clean and crisp and new!, Books

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Cressie, Noel; Wikle, Christopher K.:
Statistics for Spatio-Temporal Data - edition reliée, livre de poche

2011, ISBN: 0471692743

[EAN: 9780471692744], Libro nuovo, [SC: 82.52], [PU: Wiley], Books

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Détails sur le livre
Statistics for Spatio-Temporal Data by Noel Cressie Hardcover | Indigo Chapters

A state-of-the-art presentation of spatio-temporal processes, bridging classic ideas with modern hierarchical statistical modeling concepts and the latest computational methods From understanding environmental processes and climate trends to developing new technologies for mapping and public-health data and the spread of invasive-species, there is a high demand for statistical analyses of data that take spatial, temporal, and spatio-temporal information into account. Statistics for Spatio-Temporal Data presents a systematic approach to key quantitative techniques that incorporate the latest advances in statistical computing as well as hierarchical, particularly Bayesian, statistical modeling, with an emphasis on dynamical spatio-temporal models. The authors supply a unique presentation that incorporates ideas from the areas of time series and spatial statistics as well as stochastic processes. Beginning with separate treatments of temporal data and spatial data, the book combines these concepts to discuss spatio-temporal statistical methods for understanding complex processes. Topics of coverage include: * Exploratory methods for spatio-temporal data, including visualization, spectral analysis, empirical orthogonal function analysis, and LISAs * Spatio-temporal covariance functions, spatio-temporal kriging, and time series of spatial processes * Development of hierarchical dynamical spatio-temporal models (DSTMs), with discussion of linear and nonlinear DSTMs and computational algorithms for their implementation * Quantifying and exploiting spatio-temporal variability in scientific applications, including case studies based on real-world environmental data Throughout the book, interesting applications demonstrate the relevance of the presented concepts. Vivid, fullcolor graphics emphasize the visual nature of the topic, and a related FTP site contains supplementary material. Statistics for Spatio-Temporal Data is an excellent book for a graduate level course on spatio-temporal statistics. It is also a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences.

Informations détaillées sur le livre - Statistics for Spatio-Temporal Data by Noel Cressie Hardcover | Indigo Chapters


EAN (ISBN-13): 9780471692744
ISBN (ISBN-10): 0471692743
Version reliée
Date de parution: 2011
Editeur: Noel Cressie
588 Pages
Poids: 1,066 kg
Langue: eng/Englisch

Livre dans la base de données depuis 2011-06-06T19:55:14+02:00 (Zurich)
Page de détail modifiée en dernier sur 2024-01-10T10:51:26+01:00 (Zurich)
ISBN/EAN: 9780471692744

ISBN - Autres types d'écriture:
0-471-69274-3, 978-0-471-69274-4
Autres types d'écriture et termes associés:
Auteur du livre: noel tyl, fields
Titre du livre: probability and statistics, tempo tempo, all statistics


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