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Physical Review E
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Physical Review E
Article . 2015 . Peer-reviewed
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https://dx.doi.org/10.48550/ar...
Article . 2015
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Article . 2015 . Peer-reviewed
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Time series with tailored nonlinearities

Authors: Räth, Christoph; Laut, Ingo;

Time series with tailored nonlinearities

Abstract

It is demonstrated how to generate time series with tailored nonlinearities by inducing well- defined constraints on the Fourier phases. Correlations between the phase information of adjacent phases and (static and dynamic) measures of nonlinearities are established and their origin is explained. By applying a set of simple constraints on the phases of an originally linear and uncor- related Gaussian time series, the observed scaling behavior of the intensity distribution of empirical time series can be reproduced. The power law character of the intensity distributions being typical for e.g. turbulence and financial data can thus be explained in terms of phase correlations.

5 pages, 5 figures, Phys. Rev. E, Rapid Communication, accepted

Country
Germany
Related Organizations
Keywords

High Energy Astrophysical Phenomena (astro-ph.HE), Economics, Time series analysis, FOS: Physical sciences, Nonlinear Sciences - Chaotic Dynamics, econophysics financial markets business and management, Physics - Data Analysis, Statistics and Probability, Forschungsgruppe Komplexe Plasmen, Time series analysis time variability, Chaotic Dynamics (nlin.CD), Astrophysics - High Energy Astrophysical Phenomena, Data Analysis, Statistics and Probability (physics.data-an)

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Average
Average
Top 10%
Green
hybrid