297 citations · 327 across the 8 of their papers we have counts for
Showing 2012 · stat.APShow all
3 papers · 2 filters
stat.AP2012
Quick overview of inference methods in PLoM: combining fast and exact plug-and-play algorithms to achieve flexibility, precision and efficiency
Antoine Basset, Joseph Dureau, Sébastien Ballesteros +1
Overview of inference methods in PLoM.
stat.AP2012
A Bayesian approach to estimate changes in condom use from limited HIV prevalence data
Joseph Dureau, Konstantinos Kalogeropoulos, Peter Vickerman +2
Evaluation of HIV large scale interventions programme is becoming increasingly important, but impact estimates frequently hinge on knowledge of changes in behaviour such as the fre…
stat.AP2012
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…