1. MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
2. Department of Mathematics, University of Manchester, UK
3. Clinical Data Science Unit, Manchester University NHS Foundation Trust, UK
4. Joint Universities Pandemic and Epidemiological Research (JUNIPER) consortium, Cambridge, UK
5. Statistics, Modelling and Economics Department, UKHSA, London, UK