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Climate Time Series Analysis: Classical Statistical and Bootstrap Methods
 

Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Hardback, 2010 ed.)

By Mudelsee, Manfred

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 metho...d 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.
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ISBN 9789048194810
Released NZ 15 Sep 2010
Publisher Springer
Format Hardback, 2010 ed.
Alternate Format(s) View All (3 other possible title(s) available)
Series Atmospheric and Oceanographic Sciences Library (part: v. 42)
Availability
Not currently available

Full details for this title

ISBN-13 9789048194810
Stock Out of stock
Status Not currently available
Publisher Springer
Imprint Springer
Released 15 Sep 2010
Publication Country Netherlands Netherlands
Format Hardback, 2010 ed.
Edition 2010 ed.
Author(s) By Mudelsee, Manfred
Series Atmospheric and Oceanographic Sciences Library (part: v. 42)
Category Probability & Statistics
Meteorology
Global Warming
Number of Pages 508
Dimensions Width: 156mm
Height: 234mm
Spine: 28mm
Dewey Code 551.60287
Weight 1,960g
Interest Age General Audience
Reading Age General Audience
Library of Congress Environmental sciences, Mathematical statistics, Climatic changes
NBS Text Environment & Planning
ONIX Text Professional and scholarly

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