Parameter estimation of stochastic SIR model driven by small L\'{e}vy noise with time-dependent periodic transmission
Statistics Theory
2024-04-24 v2 Statistics Theory
Abstract
We investigate the parameter estimation and prediction of two forms of the stochastic SIR model driven by small L\'{e}vy noise with time-dependent periodic transmission. We present consistency and rate of convergence results for the least-squares estimators. We include simulation studies using the method of projected gradient descent.
Keywords
Cite
@article{arxiv.2303.07983,
title = {Parameter estimation of stochastic SIR model driven by small L\'{e}vy noise with time-dependent periodic transmission},
author = {Terry Easlick and Wei Sun},
journal= {arXiv preprint arXiv:2303.07983},
year = {2024}
}