Numerical study of discretization algorithms for stable estimation of disease parameters and epidemic forecasting

In this paper we investigate how various discretization schemes could be incorporated in regularization algorithms for stable parameter estimation and forecasting in epidemiology. Specifically, we compare parametric and nonparametric discretization tools in terms of their impact on the accuracy of r...

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Bibliographic Details
Main Authors: Aurelie Akossi, Gerardo Chowell-Puente, Alexandra Smirnova
Format: Article
Language:English
Published: AIMS Press 2019-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/10.3934/mbe.2019182?viewType=HTML