Time Series Analysis and Applications to Geophysical Systems: Part I: 45 - Brossura

Brossura

ISBN 10: 1461277353 ISBN 13: 9781461277354

Casa editrice: Springer, 2011

Riassunto

Part of a two volume set based on a recent IMA program of the same name. The goal of the program and these books is to develop a community of statistical and other scientists kept up-to-date on developments in this quickly evolving and interdisciplinary field. Consequently, these books present recent material by distinguished researchers. Topics discussed in Part I include nonlinear and non- Gaussian models and processes (higher order moments and spectra, nonlinear systems, applications in astronomy, geophysics, engineering, and simulation) and the interaction of time series analysis and statistics (information model identification, categorical valued time series, nonparametric and semiparametric methods). Self-similar processes and long-range dependence (time series with long memory, fractals, 1/f noise, stable noise) and time series research common to engineers and economists (modeling of multivariate and possibly non-stationary time series, state space and adaptive methods) are discussed in Part II.

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Contenuti

Interpretation of Seismic Signals.- Nonparametric deconvolution of seismic depth phases.- State space approach to signal extraction problems in seismology.- Improved signal transmission through randomization.- Online analysis of seismic signals.- Temperature Data.- Nonstationary time series analysis of monthly global temperature anomalies.- A test for detecting changes in mean.- Spatio-temporal modelling of temperature time series: a comparative study.- Modeling North Pacific climate time series.- Assortment of Important Time Series Problems and Applications.- Skew-elliptical time series with application to flooding risk.- Hidden periodicities analysis and its application in geophysics.- The innovation approach to the identification of nonlinear causal models in time series analysis.- Non-Gaussian time series models.- Modeling continuous time series driven by fractional Gaussian noise.- List of Workshop participants.

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Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2011
• ISBN 10: 1461277353
• ISBN 13: 9781461277354
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 276
• Redattore: Brillinger David, Caines Peter, Geweke John, Parzen Emanuel, Rosenblatt Murray, Taqqu Murad S.
• Contatto del produttore: non disponibile