Climate Time Series Analysis PDF
By:Manfred Mudelsee
Published on 2010-08-26 by Springer Science & Business Media
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.
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Book ID of Climate Time Series Analysis's Books is eqmoGuN4SH4C, Book which was written byManfred Mudelseehave ETAG "HDsmVqscqVE"
Book which was published by Springer Science & Business Media since 2010-08-26 have ISBNs, ISBN 13 Code is 9789048194827 and ISBN 10 Code is 9048194822
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Download Climate Time Series Analysis PDF
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