Climate Time Series Analysis

Name: Climate Time Series Analysis
Brand: Springer International Publishing AG
SKU: 9783319044491
Price: 215.67 EUR
Availability: InStock

Classical Statistical and Bootstrap Methods

Автор: Manfred Mudelsee

Език:

Корици: С твърди корици

Издател: Springer International Publishing AG

Наличност: Външен склад

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215.67 € 421.82 лв

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

Информация за книгата

Автор

Manfred Mudelsee

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2014

страници

454

EAN

9783319044491

ISBN

3319044494

Enbook ID

02340012

Издател

Springer International Publishing AG

Теглоt

824

Размери

160 x 243 x 23

Пълно описание

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

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също