English

A stationary process associated with the Dirichlet distribution arising from the complex projective space

Probability 2014-03-14 v1

Abstract

Let (Ut)t0(U_t)_{t \geq 0} be a Brownian motion valued in the complex projective space CPN1\mathbb{C}P^{N-1}. Using unitary spherical harmonics of homogeneous degree zero, we derive the densities of Ut12|U_t^{1}|^2 and of (Ut12,Ut22)(|U_t^{1}|^2, |U_t^2|^2), and express them through Jacobi polynomials in the simplices of R\mathbb{R} and R2\mathbb{R}^2 respectively. More generally, the distribution of (Ut12,,Utk2),2kN1(|U_t^{1}|^2, \dots, |U_t^k|^2), 2 \leq k \leq N-1 may be derived using the decomposition of the unitary spherical harmonics under the action of the unitary group U(Nk+1)\mathcal{U}(N-k+1) 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 k=1k=1, we invert the Laplace transform and retrieve the expression derived using spherical harmonics. For general 1kN21 \leq k \leq N-2, the integrations by parts performed on the pde lead to a heat equation in the simplex of Rk\mathbb{R}^k.

Keywords

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}
}
R2 v1 2026-06-22T03:25:54.704Z