Statistical Methods in the Atmospheric Sciences

Wilks, Daniel S.

ISBN 10: 0128158239 / ISBN 13: 9780128158234

Verlag: Elsevier, 2019

Beschreibung

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Bestandsnummer des Verkäufers SHUB58890

Bibliografische Details

• Titel: Statistical Methods in the Atmospheric Sciences
• Verlag: Elsevier
• Erscheinungsjahr: 2019
• Sprache: Englisch
• ISBN-10: 0128158239
• ISBN-13: 9780128158234
• Einband: Softcover
• Auflage: 4. Auflage
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

Statistical Methods in the Atmospheric Sciences, Fourth Edition, continues the tradition of trying to meet the needs of students, researchers and operational practitioners. This updated edition not only includes expanded sections built upon the strengths of the prior edition, but also provides new content where there have been advances in the field, including Bayesian analysis, forecast verification and a new chapter dedicated to ensemble forecasting.

• Provides a strong, yet concise, introduction to applied statistics that is specific to atmospheric science
• Contains revised and expanded sections on nonparametric tests, test multiplicity and quality uncertainty descriptors
• Includes new sections on ANOVA, quantile regression, the lasso and other regularization methods, regression trees, changepoint detection, ensemble forecasting and exponential smoothing

Über die Autorin bzw. den Autor

Daniel S. Wilks has been a member of the Atmospheric Sciences faculty at Cornell University since 1987. His research focuses on the application of statistical methods for quantification and analysis of uncertainty in meteorological and climatological data and forecasts. Dr. Wilks has taught courses on statistics in the atmospheric sciences and has been author or coauthor of more than 100 peer-reviewed research articles.