In this paper we focus on strong solutions of some heat-like problems with a non-local derivative in time induced by a Bernstein function and an elliptic operator given by the generator or the Fokker–Planck operator of a Pearson diffusion, covering a large class of important stochastic processes. Such kind of time-non-local equations naturally arise in the treatment of particle motion in heterogeneous media. In particular, we use spectral decomposition results for the usual Pearson diffusions to exploit explicit solutions of the aforementioned equations. Moreover, we provide stochastic representation of such solutions in terms of time-changed Pearson diffusions. Finally, we exploit some further properties of these processes, such as limit distributions and long/short-range dependence.

Time-Non-Local Pearson Diffusions / Ascione, G.; Leonenko, N.; Pirozzi, E.. - In: JOURNAL OF STATISTICAL PHYSICS. - ISSN 0022-4715. - 183:3(2021). [10.1007/s10955-021-02786-2]

Time-Non-Local Pearson Diffusions

Ascione G.;Pirozzi E.
2021

Abstract

In this paper we focus on strong solutions of some heat-like problems with a non-local derivative in time induced by a Bernstein function and an elliptic operator given by the generator or the Fokker–Planck operator of a Pearson diffusion, covering a large class of important stochastic processes. Such kind of time-non-local equations naturally arise in the treatment of particle motion in heterogeneous media. In particular, we use spectral decomposition results for the usual Pearson diffusions to exploit explicit solutions of the aforementioned equations. Moreover, we provide stochastic representation of such solutions in terms of time-changed Pearson diffusions. Finally, we exploit some further properties of these processes, such as limit distributions and long/short-range dependence.
2021
Time-Non-Local Pearson Diffusions / Ascione, G.; Leonenko, N.; Pirozzi, E.. - In: JOURNAL OF STATISTICAL PHYSICS. - ISSN 0022-4715. - 183:3(2021). [10.1007/s10955-021-02786-2]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/868563
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