Nonspectral modes and how to find them in the Ornstein-Uhlenbeck process with white μ-stable noise

Phys Rev E. 2016 May;93(5):052104. doi: 10.1103/PhysRevE.93.052104. Epub 2016 May 2.

Abstract

We consider the Ornstein-Uhlenbeck process with a broad initial probability distribution (Lévy distribution), which exhibits so-called nonspectral modes. The relaxation rate of such modes differs from those determined from the parameters of the corresponding Fokker-Plank equation. The first nonspectral mode is shown to govern the relaxation process and allows for estimation of the initial distribution's Lévy index. A method based on continuous wavelet transformation is proposed to extract both (spectral and nonspectral) relaxation rates from a stochastic data sample.

Publication types

  • Research Support, Non-U.S. Gov't