A guide to empirical orthogonal functions for climate data analysis
General Material Designation
[Book]
First Statement of Responsibility
/ Antonio Navarra and Valeria Simoncini
.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.
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Electronic
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
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