Central Limit Theorems for Radial Random Walks on $p\times q$ Matrices for $p\to\infty$
Probability
2012-07-03 v1 Classical Analysis and ODEs
Abstract
Let be a fixed probability measure. For each dimension , let be i.i.d. -valued radial random variables with radial distribution . We derive two central limit theorems for for with normal limits. The first CLT for follows from known estimates of convergence in the CLT on , while the second CLT for will be a consequence of asymptotic properties of Bessel convolutions. Both limit theorems are considered also for -invariant random walks on the space of matrices instead of for and fixed dimension .
Keywords
Cite
@article{arxiv.1201.3816,
title = {Central Limit Theorems for Radial Random Walks on $p\times q$ Matrices for $p\to\infty$},
author = {Michael Voit},
journal= {arXiv preprint arXiv:1201.3816},
year = {2012}
}