A guide to empirical orthogonal functions for climate data analysis
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Dordrecht ;New York
Name of Publisher, Distributor, etc.
Springer
Date of Publication, Distribution, etc.
c2010
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
vi, 151 p. , ill. , 24 cm.
GENERAL NOTES
Text of Note
Includes internet access.
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
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