Climate Time Series Analysis Classical Statistical and Bootstrap Methods /

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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Mudelsee, Manfred (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Dordrecht : Springer Netherlands : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Atmospheric and Oceanographic Sciences Library, 42
Temas:
Environment.
Climatology.
Statistics .
Environmental Sciences.
Climate Sciences.
Statistical Theory and Methods.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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