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BSU Seminar: “Bayesian behavioural-change epidemic models: is your population alarmed?”

March 14 @ 2:00 pm - 3:00 pm

Free

Speaker: Rob Deardon, Professor of Biostatistics, University of Calgary

Abstract: One of the many difficulties in modelling epidemic spread is that caused by behavioural change in the underlying population. Such changes in the underlying population can result in major changes in transmission dynamics of the disease, making the modelling challenging. We propose a model formulation where time-varying transmission is captured by the level of alarm in the population and specified as a function of the past epidemic trajectory. The models are set in a data-augmented Bayesian framework as epidemic data are often only partially observed, and we can utilize prior information to help with parameter identifiability. We consider both parametric and nonparametric approaches to modelling the alarm function, and talk about recent developments such as “lockdown fatigue” mechanisms and multivariable alarm functions.


This will be a free hybrid seminar. To register to attend virtually, please click here: https://cam-ac-uk.zoom.us/meeting/register/tZ0vceqsqDwtHNLalYuBk7GmojclSXN5wIcE

Details

Date:
March 14
Time:
2:00 pm - 3:00 pm
Cost:
Free
Event Categories:
,

Organiser

MRC Biostatistics Unit
Email
research_admin@mrc-bsu.cam.ac.uk

Venue

MRC Biostatistics Unit
East Forvie Building, Forvie Site, Robinson Way
Cambridge, CB2 0SR United Kingdom
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