Univariate time series in geosciences : theory and examples / Hans Gilgen

By:

Gilgen, Hans [aut]

Resource type: Ressourcentyp: BuchBookPublisher number: 10975930Language: English Publisher: Berlin ; Heidelberg [u.a.] : Springer, c 2006Description: XVII, 718 S : graph. Darst ; 24 cmISBN:

3540238107
9783540238102

Subject(s):

Additional physical formats: Erscheint auch als: Univariate Time Series in Geosciences. Online-Ausgabe. Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2006. Online-Ressource (XVII, 718 p., 220 illus, digital)DDC classification:

550.727
550
550

RVK: RVK: RB 10103LOC classification:

QE33.2.S82

Summary: 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 conditionsCall number: Grundsignatur: 2007 A 851PPN: PPN: 461913542

Holdings ( 1 )

Holdings
Item type	Home library	Collection	Shelving location	Call number	Status	Date due	Barcode	Item holds
Freihandbestand ausleihbar	Bibliothek Campus Süd	geow 1.05	Lesesaal Naturwissenschaften (LSN)	2007 A 851	Available		49068436090

Total holds: 0