MRC Centre for Outbreak Analysis and Modelling, Department of Infectious Disease Epidemiology, School of Public Health, Faculty of Medicine (St Marys campus), Imperial College London, Norfolk Place, London, W2 1PG, UK. thomas.churcher@imperial.ac.uk.