A guide to empirical orthogonal functions for climate data analysis
Dordrecht ;New York
Springer
c2010
vi, 151 p. , ill. , 24 cm.
Includes internet access.
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