Climate Time Series Analysis

Name: Climate Time Series Analysis
Brand: Springer Netherlands
SKU: 9789048194810
Price: 5300 CZK
Availability: InStock

Classical Statistical and Bootstrap Methods

Autor: Manfred Mudelsee

Jazyk:

Vazba: Pevná

Vydavatel: Springer Netherlands

Dostupnost: 50 % šance

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5 300 Kč

Climate is a paradigm of a complex system. Analysing climate data is an exciting challenge, which is...

Informace o knize

Autor

Manfred Mudelsee

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2010

Stránek

474

EAN

9789048194810

Enbook ID

01976865

Vydavatel

Springer Netherlands

Rozměry

155 x 235

Kompletní popis

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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Climate Time Series Analysis

Classical Statistical and Bootstrap Methods

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také