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

Climate Time Series Analysis: Classical Statistical and Bootstrap Methods

byManfred Mudelsee

Kobo ebook | August 26, 2010

Pricing and Purchase Info

$193.89 online 
$242.25 list price save 19%

Available for download

Not available in stores

about

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.

Title:Climate Time Series Analysis: Classical Statistical and Bootstrap MethodsFormat:Kobo ebookPublished:August 26, 2010Publisher:Springer NetherlandsLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:9048194822

ISBN - 13:9789048194827

Look for similar items by category:

Customer Reviews of Climate Time Series Analysis: Classical Statistical and Bootstrap Methods

Reviews