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portada Statistical Methods in the Atmospheric Sciences
Type
Physical Book
Publisher
Author
Language
English
Pages
840
Format
Paperback
ISBN13
9780443490026

Statistical Methods in the Atmospheric Sciences

Wilks, Daniel S. (Author) · Elsevier · Paperback

Statistical Methods in the Atmospheric Sciences - Wilks, Daniel S.

New Book Imported to Austria
Delivery: 13 Oct - 16 Oct Shipping: 11 to 13 business days.
171,78 €
Import costs and 10% VAT included in the price ✅
171,78 €

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Synopsis "Statistical Methods in the Atmospheric Sciences"

Statistical Methods in the Atmospheric Sciences, Fifth Edition provides a structured exploration of the statistical techniques essential for analyzing atmospheric data. The book begins with foundational concepts in probability, setting the stage for more advanced topics. It then covers univariate statistics, including empirical distributions, parametric probability models, and both frequentist and Bayesian inference methods, offering tools for rigorous data analysis and interpretation. The text also addresses statistical forecasting and ensemble forecasting, along with methods for verifying forecast accuracy. In addition, time series analysis is explored in detail, enabling readers to understand temporal dependencies in atmospheric data. The book advances into multivariate statistics, presenting matrix algebra and random matrices as mathematical foundations. It discusses the multivariate normal distribution, principal component analysis (EOF), and multivariate analysis of vector pairs to handle complex, multidimensional atmospheric datasets. Techniques for discrimination, classification, and cluster analysis are also examined, providing methods for categorizing and interpreting atmospheric patterns. Supplementary materials include example data sets, probability tables, and a glossary of symbols and acronyms, along with answers to exercises that reinforce learning.

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