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Exact spectral asymptotics of fractional processes

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arxiv 1802.09045 v2 pith:R5R3LHJE submitted 2018-02-25 math.PR math.FA

classification math.PRmath.FA
keywords fractionalprocessesbrownianmotionasymptoticsderiveeigenproblemsexact
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Eigenproblems frequently arise in theory and applications of stochastic processes, but only a few have explicit solutions. Those which do, are usually solved by reduction to the generalized Sturm--Liouville theory for differential operators. This includes the Brownian motion and a whole class of processes, which derive from it by means of linear transformations. The more general eigenproblem for the {\em fractional} Brownian motion (f.B.m.) is not solvable in closed form, but the exact asymptotics of its eigenvalues and eigenfunctions can be obtained, using a method based on analytic properties of the Laplace transform. In this paper we consider two processes closely related to the f.B.m.: the fractional Ornstein--Uhlenbeck process and the integrated fractional Brownian motion. While both derive from the f.B.m. by simple linear transformations, the corresponding eigenproblems turn out to be much more complex and their asymptotic structure exhibits new effects.

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  1. Spectral asymptotics for a class of integro-differential equations arising in the theory of fractional Gaussian processes

    math.SP 2019-08 conditional novelty 6.0 of 10

    For fractional Gaussian covariance operators satisfying (K_alpha psi)(x) = -lambda psi''(x), the eigenvalues obey lambda_n = C (pi n - c_alpha - kappa pi/(3-alpha) + O(n^{-1}))^{alpha-3}, and the same formula persists...

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