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Climate Time Series Analysis - Manfred Mudelsee
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Manfred Mudelsee:

Climate Time Series Analysis - nouveau livre

8, ISBN: 9789048194827

ID: 203179789048194827

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 cl 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. Environmental Science, Biological Sciences, Climate Time Series Analysis~~ Manfred Mudelsee~~Environmental Science~~Biological Sciences~~9789048194827, en, Climate Time Series Analysis, Manfred Mudelsee, 9789048194827, Springer, 08/26/2010, , , , Springer, 08/26/2010

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Climate Time Series Analysis - Manfred Mudelsee
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Manfred Mudelsee:

Climate Time Series Analysis - nouveau livre

ISBN: 9789048194827

ID: 125819275

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. This book presents bootstrap resampling as a computationally intensive method able to meet the challenges posed by the complexities of analysing climate data. It shows how the bootstrap performs reliably in the most important statistical estimation techniques. eBook eBooks>Fremdsprachige eBooks>Englische eBooks>Sach- & Fachthemen>Mathematik, Springer Netherlands

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Climate Time Series Analysis - Manfred Mudelsee
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Manfred Mudelsee:
Climate Time Series Analysis - nouveau livre

ISBN: 9789048194827

ID: 9789048194827

Classical Statistical and Bootstrap Methods 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. Climate Time Series Analysis: 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. AR(1) Atmospheric Bootstrap Frequency analysis Regression Resampling Scale Time series Weather correlation C Meteorology Statistical Theory and Methods Climate Change Earth and Environmental Science, Springer Netherland

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Climate Time Series Analysis - Manfred Mudelsee
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Manfred Mudelsee:
Climate Time Series Analysis - nouveau livre

ISBN: 9789048194827

ID: 9789048194827

Classical Statistical and Bootstrap Methods 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. Climate Time Series Analysis: 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. Statistik Klima / Treibhauseffekt Okölogie / Klimawandel Klimawandel ( Treibhauseffekt ) Treibhauseffekt - Klimawandel SCIENCE / Environmental Science (see also Chemistry / Environmental), Springer-Verlag Gmbh

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Climate Time Series Analysis - Manfred Mudelsee
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Manfred Mudelsee:
Climate Time Series Analysis - Première édition

2010, ISBN: 9789048194827

ID: 21778762

Classical Statistical and Bootstrap Methods, [ED: 1], Auflage, eBook Download (PDF), eBooks, [PU: Springer-Verlag]

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Détails sur le livre
Climate Time Series Analysis
Auteur:

Manfred Mudelsee

Titre:

Climate Time Series Analysis

ISBN:

9048194822

Informations détaillées sur le livre - Climate Time Series Analysis


EAN (ISBN-13): 9789048194827
ISBN (ISBN-10): 9048194822
Date de parution: 2010
Editeur: Springer Netherland
474 Pages
Langue: eng/Englisch

Livre dans la base de données depuis 27.05.2012 11:48:01
Livre trouvé récemment le 30.11.2016 12:29:03
ISBN/EAN: 9048194822

ISBN - Autres types d'écriture:
90-481-9482-2, 978-90-481-9482-7

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