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Statistical methods in the atmospheric sciences /
Praise for the First Edition: "I recommend this book, without hesitation, as either a reference or course text ... Wilks' excellent book provides a thorough base in applied statistical methods for atmospheric sciences."--BAMS (Bulletin of the American Meteorological Society) Fundament...
| Call Number: | Libro Electrónico |
|---|---|
| Main Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Oxford ; Waltham, MA :
Academic Press,
2011.
|
| Edition: | 3rd ed. |
| Series: | International geophysics series ;
v. 100. |
| Subjects: | |
| Online Access: | Texto completo Texto completo |
Table of Contents:
- I Preliminaries
- Ch. 1 Introduction
- Ch. 2 Review of Probability
- II Univariate Statistics
- Ch. 3 Empirical Distributions and Exploratory Data Analysis
- Ch. 4 Parametric Probability Distributions
- Ch. 5 Frequentist Statistical Inference
- Ch. 6 Bayesian Inference
- Ch. 7 Statistical Forecasting
- Ch. 8 Forecast Verification
- Ch. 9 Time Series
- III Multivariate Statistics
- Ch. 10 Matrix Algebra and Random Matrices
- Ch. 11 The Multivariate Normal (MVN) Distribution
- Ch. 12 Principal Component (EOF) Analysis
- Ch. 13 Canonical Correlation Analysis (CCA)
- Ch. 14 Discrimination and Classification
- Ch. 15 Cluster Analysis
- Appendix A Example Data Sets
- Appendix B Probability Tables
- Appendix C Answers to Exercises
- References
- Index.