Statistical Methods in the Atmospheric Sciences
Author:   Daniel S. Wilks (Department of Earth and Atmospheric Sciences, Cornell University, USA)
Publisher:   Elsevier Science Publishing Co Inc
Edition:   4th edition
ISBN:  

9780128158234


Pages:   840
Publication Date:   11 June 2019
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Statistical Methods in the Atmospheric Sciences


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Author:   Daniel S. Wilks (Department of Earth and Atmospheric Sciences, Cornell University, USA)
Publisher:   Elsevier Science Publishing Co Inc
Imprint:   Elsevier Science Publishing Co Inc
Edition:   4th edition
Weight:   1.720kg
ISBN:  

9780128158234


ISBN 10:   0128158239
Pages:   840
Publication Date:   11 June 2019
Audience:   College/higher education ,  Tertiary & Higher Education
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. Introduction 2. Review of Probability 3. Empirical Distributions and Exploratory Data Analysis 4. Parametric Probability Distributions 5. Frequentist Statistical Inference 6. Bayesian Inference 7. Statistical Forecasting 8. Ensemble Forecasting 9. Forecast Verification 10. Time Series 11. Matrix Algebra and Random Matrices 12. Multivariate Normal Distribution 13. Principal Component (EOF) Analysis 14. Linear multivariate analysis of vector pairs: CCA, MCA, and RA 15. Discrimination and Classification 16. Cluster Analysis

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Author Information

Daniel S. Wilks has been a member of the Atmospheric Sciences faculty at Cornell University since 1987, and is the author of Statistical Methods in the Atmospheric Sciences (2011, Academic Press), which is in its third edition and has been continuously in print since 1995. Research areas include statistical forecasting, forecast postprocessing, and forecast evaluation.

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