Univariate Time Series in Geosciences Theory and Examples

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  • Engels
  • Hardcover
  • 9783540238102
  • 18 november 2005
  • 718 pagina's
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Samenvatting

The author introduces the statistical analysis of geophysical time series. 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.





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.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
18 november 2005
Aantal pagina's
718
Illustraties
Nee

Betrokkenen

Hoofdauteur
Hans Gilgen

Overige kenmerken

Editie
2006 ed.
Extra groot lettertype
Nee
Product breedte
165 mm
Product hoogte
38 mm
Product lengte
235 mm
Studieboek
Nee
Verpakking breedte
165 mm
Verpakking hoogte
38 mm
Verpakking lengte
235 mm
Verpakkingsgewicht
1338 g

EAN

EAN
9783540238102
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