English

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,β(t)\beta(t), 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}
}