Heavy-tailed fractional Pearson diffusions

Stoch Process Their Appl. 2017 Nov;127(11):3512-3535. doi: 10.1016/j.spa.2017.03.004. Epub 2017 Mar 18.

Abstract

We define heavy-tailed fractional reciprocal gamma and Fisher-Snedecor diffusions by a non-Markovian time change in the corresponding Pearson diffusions. Pearson diffusions are governed by the backward Kolmogorov equations with space-varying polynomial coefficients and are widely used in applications. The corresponding fractional reciprocal gamma and Fisher-Snedecor diffusions are governed by the fractional backward Kolmogorov equations and have heavy-tailed marginal distributions in the steady state. We derive the explicit expressions for the transition densities of the fractional reciprocal gamma and Fisher-Snedecor diffusions and strong solutions of the associated Cauchy problems for the fractional backward Kolmogorov equation.

Keywords: Fractional backward Kolmogorov equation; Fractional diffusion; Hypergeometric function; Mittag-Leffler function; Pearson diffusion; Spectral representation; Transition density; Whittaker function.