5 citations · 5 across the 3 of their papers we have counts for
3 papers
Contemporary statistical inference for infectious disease models using Stan
Anastasia Chatzilena, Edwin van Leeuwen, Oliver Ratmann +2
This paper is concerned with the application of recent statistical advances to inference of infectious disease dynamics. We describe the fitting of a class of epidemic models using…
Capturing the time-varying drivers of an epidemic using stochastic dynamical systems
Joseph Dureau, Konstantinos Kalogeropoulos, Marc Baguelin
Epidemics are often modelled using non-linear dynamical systems observed through partial and noisy data. In this paper, we consider stochastic extensions in order to capture unknow…
Meta-dynamical adaptive systems and their applications to a fractal algorithm and a biological model
Emmanuel Moulay, Marc Baguelin
In this article, one defines two models of adaptive systems: the meta-dynamical adaptive system using the notion of Kalman dynamical systems and the adaptive differential equations…