Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Department of Statistics and Applied Probability, National University of Singapore, Singapore, Program in Health Services and Systems Research, Duke-NUS Graduate Medical School Singapore, Singapore, Communicable Disease Centre, Tan Tock Seng Hospital, Singapore.