Climate Time Series Analysis Classical Statistical and Bootstrap Methods /

• Κύριος συγγραφέας: Mudelsee, Manfred (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Dordrecht : Springer Netherlands : Imprint: Springer, 2010.
• Σειρά: Atmospheric and Oceanographic Sciences Library, 42
• Θέματα: Environment.; Meteorology.; Statistics.; Climate change.; Climate Change.; Statistical Theory and Methods.

Climate is a paradigm of a complex system. Analysing climate data is an exciting challenge, which is increased by non-normal distributional shape, serial dependence, uneven spacing and timescale uncertainties. This book presents bootstrap resampling as a computing-intensive method able to meet the c...

Πίνακας περιεχομένων:

• Fundamental Concepts
• Persistence Models
• Bootstrap Confidence Intervals
• Univariate Time Series
• Regression I
• Spectral Analysis
• Extreme Value Time Series
• Bivariate Time Series
• Correlation
• Regression II
• Outlook
• Future Directions.