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A guide to empirical orthogonal functions for climate data analysis

Author: A Navarra; V Simoncini
Publisher: Dordrecht ; New York : Springer, ©2010.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

A Guide to Empirical Orthogonal Functions for Climate Data Analysis introduces the reader to a practical application of the methods used in the field, including data sets from climate simulations and  Read more...

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Document Type: Book
All Authors / Contributors: A Navarra; V Simoncini
ISBN: 9789048137015 9048137012
OCLC Number: 462919781
Notes: "Extra materials, extras.springer.com"--Cover.
Description: vi, 151 pages : illustrations, maps ; 24 cm
Contents: Introduction --
Elements of linear algebra --
Basic statistical concepts --
Empirical orthogonal functions --
Generalizations : rotated, complex, extended and combined EOF --
Cross-covariance and the singular value decomposition --
The canonical correlation analysis --
Multiple linear regression methods.
Other Titles: Empirical orthogonal functions for climate data analysis
Responsibility: Antonio Navarra and Valeria Simoncini.

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