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Detrended fluctuation analysis of the Ornstein-Uhlenbeck process: Stationarity versus nonstationarity

Articolo
Data di Pubblicazione:
2016
Abstract:
The stationary/nonstationary regimes of time series generated by the discrete version of the Ornstein-Uhlenbeck equation are studied by using the detrended fluctuation analysis. Our findings point out to the prevalence of the drift parameter in determining the crossover time between the nonstationary and stationary regimes. The fluctuation functions coincide in the nonstationary regime for a constant diffusion parameter, and in the stationary regime for a constant ratio between the drift and diffusion stochastic forces. In the generalized Ornstein-Uhlenbeck equations, the Hurst exponent H influences the crossover time that increases with the decrease of H. Published by AIP Publishing.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
LONG-RANGE CORRELATIONS; TIME-SERIES; GEOELECTRICAL SIGNALS; MAJOR EARTHQUAKES; BROWNIAN-MOTION; POWER SPECTRUM; MODELS; ANTICORRELATIONS; SEISMICITY; MAGNITUDE
Elenco autori:
Telesca, Luciano
Autori di Ateneo:
TELESCA LUCIANO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/331137
Pubblicato in:
CHAOS
Journal
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URL

http://aip.scitation.org/doi/10.1063/1.4967390
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