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1Department of Statistics, Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research, University of Warwick, *P.Touloupou.1@warwick.ac.uk; †B.F.Finkenstadt@warwick.ac.uk; ‡S.E.F.Spencer@warwick.ac.uk 2Department Veterinary Microbiology and Pathology, Washington State University, tbesser@wsu.edu 3The New Zealand Food Safety Science and Research Centre, School of Veterinary Science, Massey University, N.P.French@massey.ac.nz

Bayesian inference for multistrain epidemics with application to ESCHERICHIA COLI O157:H7 in feedlot cattle