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A Guide to Empirical Orthogonal Functions for Climate Data Analysis /

by Navarra, A. (Antonio); Simoncini, V. (Valeria).
Publisher: Dordrecht ; New York : Springer, c2010Description: vi, 151 p. : ill. ; 24 cm.ISBN: 9789048137015 (hbk.); 9048137012 (hbk.).Subject(s): Climatology -- Data processing | Climatology -- Computer simulation | Climatology -- Mathematical models
Contents:
1. Introduction .-- 2. Elements of Linear Algebra .-- 3. Basic Statistical Concepts.-- 4. Empirical Orthogonal Functions.-- 5. Generalizations: Rotated, Complex, Extended and Combined EOF.-- 6. Cross-covariance and the Singular Value Decomposition.-- 7. The Canonical Correlation Analysis.-- 8. Multiple Linear Regression Methods.-- Bibliography.-- Index
Item type Location Call number Copy Status Date due
BOOK BOOK Mesa Lab QC981.45 .N383 2010 (Browse shelf) 2 Checked out 05/29/2015

Includes bibliographical references and index.

1. Introduction .-- 2. Elements of Linear Algebra .-- 3. Basic Statistical Concepts.-- 4. Empirical Orthogonal Functions.-- 5. Generalizations: Rotated, Complex, Extended and Combined EOF.-- 6. Cross-covariance and the Singular Value Decomposition.-- 7. The Canonical Correlation Analysis.-- 8. Multiple Linear Regression Methods.-- Bibliography.-- Index

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