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Local Large Deviations: McMillian Theorem for multitype Galton-Watson Processes

Information Theory 2017-11-15 v2 math.IT

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 U\skrik(,π)U_{\skrik}(\,\cdot,\,\pi) for the Galton-Watson process, where π\pi is the normalized eigen vector corresponding to the leading \emph{Perron-Frobenius eigen value } \1\1 of the transition matrix \skria(,)\skria(\cdot,\,\cdot) defined from \skrik,{\skrik}, the transition kernel. We show that the Kullback action or the deviation function, J(π,ρ),J(\pi,\rho), with respect to an empirical offspring measure, ρ,\rho, is the Legendre dual of U\skrik(,π).U_{\skrik}(\,\cdot,\,\pi). 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 ϖ,\varpi, we show that the number of critical multitype Galton-Watson processes on nn vertices is approximately en\skrihϖ,π,e^{n\langle \skrih_{\varpi},\,\pi\rangle}, where \skrihϖ\skrih_{\varpi} 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

R2 v1 2026-06-22T20:01:34.040Z