Theory and Examples
Buch, Englisch, 718 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 2660 g
ISBN: 978-3-540-23810-2
Verlag: Springer
This is a detailed introduction to the statistical analysis of geophysical time series, using numerous examples and exercises to build proficiency. The exercises lead the reader to explore the meaning of concepts such as the estimation of the linear time series (AMRA) models or spectra. The book also serves as a guide to using the open-source "R" program for statistical analysis of time series.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Geowissenschaften Geologie Geologie
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Grafikprogrammierung
- Geowissenschaften Geologie Geophysik
- Naturwissenschaften Physik Angewandte Physik Geophysik
- Naturwissenschaften Physik Physik Allgemein Theoretische Physik, Mathematische Physik, Computerphysik
- Geowissenschaften Geologie Meteorologie, Klimatologie
- Geowissenschaften Geologie GIS, Geoinformatik
- Geowissenschaften Umweltwissenschaften Umweltüberwachung, Umweltanalytik, Umweltinformatik
Weitere Infos & Material
Stationary Stochastic Processes.- Linear Models for the Expectation Function.- Interpolation.- Linear Processes.- Fourier Transforms of Deterministic Functions.- Fourier Representation of a Stationary Stochastic Process.- Does a Periodogram Estimate a Spectrum?.- Estimators for a Continuous Spectrum.- Estimators for a Spectrum Having a Discrete Part.
