Univariate Time Series in Geosciences: Theory and Examples (Hardbound)
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Additional information
Author | Gilgen, Hans |
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Publisher | Springer |
ISBN | 9783540238102 |
Year Published | 2006 |
Dimensions | 15.50 x 3.80 x 24.00 cm |
Language | English |
Condition | New |
Number of Pages | 718 |
Description
The author introduces the statistical analysis of geophysical time series. The book also includes a chapter with an introduction to geostatistics, many examples, and exercises that help the reader 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 conceptual understanding. The example time series and the exercises lead the reader to explore the meaning of concepts such as the estimation of 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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