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Statistical Analysis in Climate Research

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Beschreibung

This comprehensive book describes the powerful tools of mathematical statistics which find wide application in climatological research. Suitable for graduate courses on statistics for climatic, atmospheric and oceanic science, this book will also be valuable as a reference source for researchers in climatology,...

Beschreibung

This comprehensive book describes the powerful tools of mathematical statistics which find wide application in climatological research. Suitable for graduate courses on statistics for climatic, atmospheric and oceanic science, this book will also be valuable as a reference source for researchers in climatology, meteorology, atmospheric science, and oceanography.

Produktdetails

Einband

Taschenbuch
Erscheinungsdatum

21.02.2002
Verlag Cambridge Academic
Seitenzahl

496

Produktdetails

Einband

Taschenbuch
Erscheinungsdatum

21.02.2002
Verlag Cambridge Academic
Seitenzahl

496
Maße (L/B/H)

28/21/2,7 cm
Gewicht

1120 g
Sprache

Englisch
ISBN

978-0-521-01230-0
Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Statistical Analysis in Climate Research
  • Produktbild: Statistical Analysis in Climate Research
  • 1. Introduction; Part I. Fundamentals: 2. Probability theory; 3. Distributions of climate variables; 4. Concepts in statistical inference; 5. Estimation; Part II. Confirmation and Analysis: 6. The statistical test of a hypothesis; 7. Analysis of atmospheric circulation problems; Part III. Fitting Statistical Models: 8. Regression; 9. Analysis of variance; Part IV. Time Series: 10. Time series and stochastic processes; 11. Parameters of univariate and bivariate time series; 12. Estimating covariance functions and spectra; Part V. Eigen Techniques: 13. Empirical orthogonal functions; 14. Canonical correlation analysis; 15. POP analysis; 16. Complex eigentechniques; Part VI. Other Topics: 17. Specific statistical concepts in climate research; 18. Forecast quality evaluation; Part VII. Appendices.