Climate Time Series Analysis is popular PDF and ePub book, written by Manfred Mudelsee in 2010-08-26, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Climate Time Series Analysis can be Read Online from any device for your convenience.
Climate Time Series Analysis Book PDF Summary
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.
Detail Book of Climate Time Series Analysis PDF
- Author : Manfred Mudelsee
- Release : 26 August 2010
- Publisher : Springer Science & Business Media
- ISBN : 9789048194827
- Genre : Science
- Total Page : 497 pages
- Language : English
- PDF File Size : 18,8 Mb
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