A stationary process associated with the Dirichlet distribution arising from the complex projective space
Abstract
Let be a Brownian motion valued in the complex projective space . Using unitary spherical harmonics of homogeneous degree zero, we derive the densities of and of , and express them through Jacobi polynomials in the simplices of and respectively. More generally, the distribution of may be derived using the decomposition of the unitary spherical harmonics under the action of the unitary group yet computations become tedious. We also revisit the approach initiated in \cite{Nec-Pel} and based on a partial differential equation (hereafter pde) satisfied by the Laplace transform of the density. When , we invert the Laplace transform and retrieve the expression derived using spherical harmonics. For general , the integrations by parts performed on the pde lead to a heat equation in the simplex of .
Cite
@article{arxiv.1403.3227,
title = {A stationary process associated with the Dirichlet distribution arising from the complex projective space},
author = {Nizar Demni},
journal= {arXiv preprint arXiv:1403.3227},
year = {2014}
}