Non-Parametric Model-Based Estimation of the Effective Reproduction Number for SARS-CoV-2

Non-Parametric Model-Based Estimation of the Effective Reproduction Number for SARS-CoV-2

Describing viral outbreaks, such as the COVID-19 pandemic, often involves employing compartmental models composed of ordinary differential equation (ODE) systems. Estimating the parameter values for these ODE models is crucial and relies on accessible data. To accurately represent realistic pandemic...

Full description

Bibliographic Details
Main Authors: Jacques Hermes, Marcus Rosenblatt, Christian Tönsing, Jens Timmer
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Algorithms
Subjects:
SARS-CoV-2
augmented Kalman smoother
SIRD compartmental model
effective reproduction number
estimation of time-dependent parameters
ordinary differential equations
Online Access:https://www.mdpi.com/1999-4893/16/12/533

Internet

https://www.mdpi.com/1999-4893/16/12/533

Similar Items