posted on 2025-05-27, 06:57authored byANH Vo, N Leonenko, Andriy OlenkoAndriy Olenko, Volodymyr Vaskovych
The main result of this paper is the rate of convergence to Hermite-type distributions in non-central limit theorems. To the best of our knowledge, this is the first result in the literature on rates of convergence of functionals of random fields to Hermite-type distributions with ranks greater than 2. The results were obtained under rather general assumptions on the spectral densities of random fields. These assumptions are even weaker than in the known convergence results for the case of Rosenblatt distributions. Additionally, Lévy concentration functions for Hermite-type distributions were investigated.
Funding
Vo Anh, Nikolai Leonenko and Andriy Olenko were partially supported under the Australian Research Council's Discovery Projects funding scheme (project number DP160101366).
New Methods in Theory and Cosmic Applications of Spherical Random Fields
Nikolai Leonenko was partially supported by the project MTM2012-32674 (co-funded with FEDER) of the DGI, MINECO, and under Cardiff Incoming Visiting Fellowship Scheme and International Collaboration Seedcorn Fund.
Andriy Olenko was partially supported by the La Trobe University DRP Grant in Mathematical and Computing Sciences.