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arxiv: 1602.04319 · v2 · pith:5HOCB5OPnew · submitted 2016-02-13 · ⚛️ physics.data-an · cond-mat.stat-mech

Non-spectral modes and how to find them in the Ornstein-Uhlenbeck process with white {μ}-stable noise

classification ⚛️ physics.data-an cond-mat.stat-mech
keywords non-spectraldistributionmodesprocessrelaxationinitiallevyornstein-uhlenbeck
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We consider the Ornstein-Uhlenbeck process with a broad initial probability distribution (Levy distribution), which exhibits so-called non-spectral modes. The relaxation of such modes differs from those determined from the parameters of the corresponding Fokker-Planck equation. The first non-spectral mode is shown to govern the relaxation process and allows for estimation of the initial distribution's Levy index. A method based on continuous wavelet transformation is proposed to extract both (spectral and non-spectral) relaxation rates from a stochastic data sample.

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