1 Centre for Statistics in Medicine, Botnar Research Centre, University of Oxford, Oxford, UK gary.collins@csm.ox.ac.uk.
2 Departments of Anesthesia and Clinical Epidemiology and Biostatistics, Michael DeGroote School of Medicine, Faculty of Health Sciences, McMaster University and the Perioperative Research Group, Population Health Research Institute, Hamilton, Canada.