Analytic Evaluation of the Fractional Moments for the Quasi-Stationary Distribution of the Shiryaev Martingale on an Interval

04/05/2019
by   Kexuan Li, et al.
1

We consider the quasi-stationary distribution of the classical Shiryaev diffusion restricted to the interval [0,A] with absorption at a fixed A>0. We derive analytically a closed-form formula for the distribution's fractional moment of an arbitrary given order s∈R; the formula is consistent with that previously found by Polunchenko and Pepelyshev (2018) for the case of s∈N. We also show by virtue of the formula that, if s<1, then the s-th fractional moment of the quasi-stationary distribution becomes that of the exponential distribution (with mean 1/2) in the limit as A→+∞; the limiting exponential distribution is the stationary distribution of the reciprocal of the Shiryaev diffusion.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
05/19/2018

Analytic moment and Laplace transform formulae for the quasi-stationary distribution of the Shiryaev diffusion on an interval

We derive analytic closed-form moment and Laplace transform formulae for...
research
07/05/2019

On the Convergence Rate of the Quasi- to Stationary Distribution for the Shiryaev--Roberts Diffusion

For the classical Shiryaev--Roberts martingale diffusion considered on t...
research
11/14/2017

A Note on the Quasi-Stationary Distribution of the Shiryaev Martingale on the Positive Half-Line

We obtain a closed-form formula for the quasi-stationary distribution of...
research
12/03/2020

Computing the matrix fractional power based on the double exponential formula

Two quadrature-based algorithms for computing the matrix fractional powe...
research
12/24/2022

Concentration of the Langevin Algorithm's Stationary Distribution

A canonical algorithm for log-concave sampling is the Langevin Algorithm...
research
06/19/2020

The Hermitian Jacobi process: simplified formula for the moments and application to optical fibers MIMO channels

Using a change of basis in the algebra of symmetric functions, we comput...

Please sign up or login with your details

Forgot password? Click here to reset