Univariate Time Series in Geosciences: Theory and Examples

Author:   Hans Gilgen
Publisher:   Springer
ISBN:  

9781280618819


Pages:   718
Publication Date:   01 January 2006
Format:   Undefined
Availability:   In stock   Availability explained
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Univariate Time Series in Geosciences: Theory and Examples


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Overview

The author introduces the statistical analysis of geophysical time series. The book includes also a chapter with an introduction to geostatistics, many examples and exercises which help the reader to work with typical problems. More complex derivations are provided in appendix-like supplements to each chapter. Readers are assumed to have a basic grounding in statistics and analysis. The reader is invited to learn actively from genuine geophysical data. He has to consider the applicability of statistical methods, to propose, estimate, evaluate and compare statistical models, and to draw conclusions. The author focuses on the conceptual understanding. The example time series and the exercises lead the reader to explore the meaning of concepts such as the estimation of the linear time series (AMRA) models or spectra. This book is also a guide to using 'R' for the statistical analysis of time series. 'R' is a powerful environment for the statistical and graphical analysis of data.'R' is available under GNU conditions.

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Author:   Hans Gilgen
Publisher:   Springer
Imprint:   Springer
ISBN:  

9781280618819


ISBN 10:   1280618817
Pages:   718
Publication Date:   01 January 2006
Audience:   General/trade ,  General
Format:   Undefined
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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