Weak Convergence of a Seasonally Forced Stochastic Epidemic Model
Probability
2015-01-08 v2
Abstract
In this study we extend the results of Kurtz (1970,1971) to show the weak convergence of epidemic processes that include explicit time dependence, specifically where the transmission parameter,, carries a time dependency. We first show that when population size goes to infinity, the time inhomogeneous process converges weakly to the solution of the mean-field ODE. Our second result is that, under proper scaling, the central limit type fluctuations converge to a diffusion process.
Keywords
Cite
@article{arxiv.1412.0964,
title = {Weak Convergence of a Seasonally Forced Stochastic Epidemic Model},
author = {Alun Lloyd and Yuan Zhang},
journal= {arXiv preprint arXiv:1412.0964},
year = {2015}
}