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Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library, 42, Band 42) - Mudelsee, Manfred
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Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library, 42, Band 42) - hardcover

2010, ISBN: 9789048194810

Springer, Gebundene Ausgabe, Auflage: 2010, 508 Seiten, Publiziert: 2010-09-01T00:00:01Z, Produktgruppe: Buch, 4.32 kg, Meteorologie, Geowissenschaften, Naturwissenschaft & Mathematik, Fa… More...

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Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library (42), Band 42) - Mudelsee, Manfred
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Mudelsee, Manfred:

Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library (42), Band 42) - hardcover

2010, ISBN: 9789048194810

Springer, Gebundene Ausgabe, Auflage: 2010, 508 Seiten, Publiziert: 2010-09-01T00:00:01Z, Produktgruppe: Book, 4.32 kg, Verkaufsrang: 6117, Meteorologie, Geowissenschaften, Naturwissensch… More...

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Climate Time Series Analysis: Classical Statistical and Bootstrap Methods - Mudelsee, Manfred
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Mudelsee, Manfred:
Climate Time Series Analysis: Classical Statistical and Bootstrap Methods - used book

2010

ISBN: 9789048194810

Springer, Relié, Auflage: 2010 ed. 508 Seiten, Publiziert: 2010-09-15T00:00:01Z, Produktgruppe: Livre, 4.32 kg, Livres anglais et étrangers, Boutiques, Livres, Probabilités, Mathématiques… More...

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Climate Time Series Analysis: Classical Statistical and Bootstrap Methods - Manfred Mudelsee
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Manfred Mudelsee:
Climate Time Series Analysis: Classical Statistical and Bootstrap Methods - hardcover

ISBN: 9789048194810

Climate Time Series Analysis: Classical Statistical and Bootstrap Methods Climate-Time-Series-Analysis~~Manfred-Mudelsee Nature>Environmental Issues>Environmental Issues Hardcover, Spring… More...

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Mudelsee, Manfred:
Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library) - hardcover

2010, ISBN: 9048194814

[EAN: 9789048194810], D'occasion, très bon état, [SC: 22.15], [PU: Springer], Very Good, Books

NOT NEW BOOK. Shipping costs: EUR 22.15 dsmbooks, liverpool, United Kingdom [61944145] [Note: 4 (sur 5)]
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Climate Time Series Analysis: Classical Statistical and Bootstrap Methods
Author:
Title:
ISBN:

9789048194810


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 challenge. It shows the bootstrap to perform reliably in the most important statistical estimation techniques: regression, spectral analysis, extreme values and correlation. This book is written for climatologists and applied statisticians. It explains step by step the bootstrap algorithms (including novel adaptions) and methods for confidence interval construction. It tests the accuracy of the algorithms by means of Monte Carlo experiments. It analyses a large array of climate time series, giving a detailed account on the data and the associated climatological questions. This makes the book self-contained for graduate students and researchers.

Details of the book - Climate Time Series Analysis: Classical Statistical and Bootstrap Methods


EAN (ISBN-13): 9789048194810
ISBN (ISBN-10): 9048194814
Hardcover
Publishing year: 2010
Publisher: Springer
474 Pages
Weight: 0,950 kg
Language: eng/Englisch

Book in our database since 2008-07-22T12:04:55+01:00 (London)
Detail page last modified on 2023-08-01T00:10:15+01:00 (London)
ISBN/EAN: 9789048194810

ISBN - alternate spelling:
90-481-9481-4, 978-90-481-9481-0
Alternate spelling and related search-keywords:
Book title: analysis, once upon time, statistical methods, bootstrap example

Information from Publisher

Author: Manfred Mudelsee
Title: Atmospheric and Oceanographic Sciences Library; Climate Time Series Analysis - Classical Statistical and Bootstrap Methods
Publisher: Springer; Springer Netherland
474 Pages
Publishing year: 2010-09-01
Dordrecht; NL
Printed / Made in
Weight: 1,960 kg
Language: English
213,99 € (DE)
219,99 € (AT)
266,76 CHF (CH)
Not available, publisher indicates OP

BB; Book; Hardcover, Softcover / Geowissenschaften/Sonstiges; Klimawandel; Verstehen; Atmospheric; Time series; Scale; Bootstrap; correlation; Regression; Resampling; Weather; AR(1); Frequency analysis; C; Climate Change; Earth and Environmental Science; Meteorology; Statistical Theory and Methods; Meteorologie und Klimatologie (Klimaforschung); Wahrscheinlichkeitsrechnung und Statistik; BB; BC; EA

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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