Local Large Deviations: McMillian Theorem for multitype Galton-Watson Processes
Abstract
In this article we prove a local large deviation principle (LLDP) for the critical multitype Galton-Watson process from spectral potential point. We define the so-called a spectral potential for the Galton-Watson process, where is the normalized eigen vector corresponding to the leading \emph{Perron-Frobenius eigen value } of the transition matrix defined from the transition kernel. We show that the Kullback action or the deviation function, with respect to an empirical offspring measure, is the Legendre dual of From the LLDP we deduce a conditional large deviation principle and a weak variant of the classical McMillian Theorem for the multitype Galton-Watson process. To be specific, given any empirical offspring measure we show that the number of critical multitype Galton-Watson processes on vertices is approximately where is a suitably defined entropy.
Cite
@article{arxiv.1705.09967,
title = {Local Large Deviations: McMillian Theorem for multitype Galton-Watson Processes},
author = {Kwabena Doku-Amponsah},
journal= {arXiv preprint arXiv:1705.09967},
year = {2017}
}
Comments
8 pages