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Manfred Mudelsee - Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library) - 9783319044491 - V9783319044491
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Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library)

€ 251.98
FREE Delivery in Ireland
Description for Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library) Hardcover. Written for climatologists and applied statisticians, this book explains the bootstrap algorithms (including novel adaptions) and methods for confidence interval construction. The accuracy of the algorithms is tested by means of Monte Carlo experiments. Series: Atmospheric and Oceanographic Sciences Library. Num Pages: 454 pages, 103 black & white illustrations, 47 black & white tables, biography. BIC Classification: RB. Category: (P) Professional & Vocational. Dimension: 243 x 160 x 23. Weight in Grams: 824.

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 ... Read more

“….comprehensive mathematical and statistical summary of time-series analysis techniques geared towards climate applications…accessible to readers with knowledge of college-level calculus and statistics.” (Computers and Geosciences)

A key part of the book that separates it from other time series works is the explicit discussion of time uncertainty…a very useful text for those wishing to understand how to analyse climate time series.”
(Journal of Time Series Analysis)

“…outstanding. One of the best books on advanced practical time series analysis I have seen.” (David J. Hand, Past-President Royal Statistical Society)

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Product Details

Format
Hardback
Publication date
2014
Publisher
Springer
Condition
New
Series
Atmospheric and Oceanographic Sciences Library
Number of Pages
454
Place of Publication
Cham, Switzerland
ISBN
9783319044491
SKU
V9783319044491
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

About Manfred Mudelsee
Manfred Mudelsee received his diploma in Physics from the University of Heidelberg and his doctoral degree in Geology from the University of Kiel. He was then postdoc in Statistics at the University of Kent at Canterbury, research scientist in Meteorology at the University of Leipzig and visiting scholar in Earth Sciences at Boston University. Currently he does climate research at ... Read more

Reviews for Climate Time Series Analysis: Classical Statistical and Bootstrap Methods (Atmospheric and Oceanographic Sciences Library)

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