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Statistical analysis in climate research H v Storch; Francis W Zwiers

Por: Storch, Hans Von.
Colaborador(es): Zwiers, Francis W [autor].
Tipo de material: materialTypeLabelLibroEditor: Cambridge : Cambridge University Press, 2001Descripción: x, 484 pages : illustrations, maps ; 28 cm.ISBN: 9780521012300.Tema(s): |
Contenidos:
1. Introduction. p. 1. I. Fundamentals. p. 17. 2. Probability Theory. p. 19. 3. Distributions of Climate Variables. p. 51. 4. Concepts in Statistical Inference. p. 69. 5. Estimation. p. 79. II. Confirmation and Analysis. p. 95. 6. Statistical Test of a Hypothesis. p. 99. 7. Analysis of Atmospheric Circulation Problems. p. 129. III. Fitting Statistical Models. p. 141. 8. Regression. p. 145. 9. Analysis of Variance. p. 171. IV. Time Series. p. 193. 10. Time Series and Stochastic Processes. p. 197. 11. Parameters of Univariate and Bivariate Time Series. p. 217. 12. Estimating Covariance Functions and Spectra. p. 251. V. Eigen Techniques. p. 289. 13. Empirical Orthogonal Functions. p. 293. 14. Canonical Correlation Analysis. p. 317. 15. POP Analysis. p. 335. 16. Complex Eigentechniques. p. 353. VI. Other Topics. p. 367. 17. Specific Statistical Concepts in Climate Research. p. 371. 18. Forecast Quality Evaluation. p. 391. A: Notation. p. 409. B. Elements of Linear Analysis. p. 413. C. Fourier Analysis and Fourier Transform. p. 416. D. Normal Density and Cumulative Distribution Function. p. 419. E. X[superscript 2] Distribution. p. 421. F. Student's t Distribution. p. 423. G. F Distribution. p. 424. H. Table-Look-Up Test. p. 431. I. Critical Values for the Mann-Whitney Test. p. 437. J. Quantiles of the Squared-ranks Test Statistic. p. 443. K. Quantiles of the Spearman Rank Correlation Coefficient. p. 446. L. Correlations and Probability Statements. p. 447. M. Some Proofs of Theorems and Equations. p. 451.
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1. Introduction. p. 1. I. Fundamentals. p. 17. 2. Probability Theory. p. 19. 3. Distributions of Climate Variables. p. 51. 4. Concepts in Statistical Inference. p. 69. 5. Estimation. p. 79. II. Confirmation and Analysis. p. 95. 6. Statistical Test of a Hypothesis. p. 99. 7. Analysis of Atmospheric Circulation Problems. p. 129. III. Fitting Statistical Models. p. 141. 8. Regression. p. 145. 9. Analysis of Variance. p. 171. IV. Time Series. p. 193. 10. Time Series and Stochastic Processes. p. 197. 11. Parameters of Univariate and Bivariate Time Series. p. 217. 12. Estimating Covariance Functions and Spectra. p. 251. V. Eigen Techniques. p. 289. 13. Empirical Orthogonal Functions. p. 293. 14. Canonical Correlation Analysis. p. 317. 15. POP Analysis. p. 335. 16. Complex Eigentechniques. p. 353. VI. Other Topics. p. 367. 17. Specific Statistical Concepts in Climate Research. p. 371. 18. Forecast Quality Evaluation. p. 391. A: Notation. p. 409. B. Elements of Linear Analysis. p. 413. C. Fourier Analysis and Fourier Transform. p. 416. D. Normal Density and Cumulative Distribution Function. p. 419. E. X[superscript 2] Distribution. p. 421. F. Student's t Distribution. p. 423. G. F Distribution. p. 424. H. Table-Look-Up Test. p. 431. I. Critical Values for the Mann-Whitney Test. p. 437. J. Quantiles of the Squared-ranks Test Statistic. p. 443. K. Quantiles of the Spearman Rank Correlation Coefficient. p. 446. L. Correlations and Probability Statements. p. 447. M. Some Proofs of Theorems and Equations. p. 451.

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