Wilks D.S. Statistical Methods in the Atmospheric Sciences

2nd ed. — New York, London: Academic Press, 2006. — 649 p. — (International Geophysics, Vol. 91). — ISBN 10: 0-12-751966-1.Review of Probability.
Empirical Distributions and Exploratory Data Analysis.
Parametric Probability Distributions.
Hypothesis Testing.
Statistical Forecasting.
Forecast Verification.
Time Series.
Matrix Algebra and Random Matrices.
The Multivariate Normal (MVN) Distribution.
Principal Component (EOF) Analysis.
Canonical Correlation Analysis (CCA).
Discrimination and Classification.
Cluster Analysis.
Appendices. References. Index.