From the Book - Regular Print - Second edition.
Chapter 2 Review of Probability 7 --
Part II Univariate Statistics 21 --
Chapter 3 Empirical Distributions and Exploratory Data Analysis 23 --
Chapter 4 Parametric Probability Distributions 71 --
Chapter 5 Hypothesis Testing 131 --
Chapter 6 Statistical Forecasting 179 --
Chapter 7 Forecast Verification 255 --
Chapter 8 Time Series 337 --
Part III Multivariate Statistics 401 --
Chapter 9 Matrix Algebra and Random Matrices 403 --
Chapter 10 Multivariate Normal (MVN) Distribution 435 --
Chapter 11 Principal Component (EOF) Analysis 463 --
Chapter 12 Canonical Correlation Analysis (CCA) 509 --
Chapter 13 Discrimination and Classification 529 --
Chapter 14 Cluster Analysis 549 --
Appendix A Example Data Sets 565 --
Table A.1 Daily precipitation and temperature data for Ithaca and Canandaigua, New York, for January 1987 565 --
Table A.2 January precipitation data for Ithaca, New York, 1933-1982 566 --
Table A.3 June climate data for Guayaquil, Ecuador, 1951-1970 566 --
Appendix B Probability Tables 569 --
Table B.1 Cumulative Probabilities for the Standard Gaussian Distribution 569 --
Table B.2 Quantiles of the Standard Gamma Distribution 571 --
Table B.3 Right-tail quantiles of the Chi-square distribution 576.
pt. 2. Univariate statistics
pt. 3. Multivariate statistics.