TY - JOUR KW - clinical prediction model KW - multiple outcome KW - multivariate KW - simulation KW - Survival analysis KW - time-to-event AU - A. Pate AU - M. Sperrin AU - R. Riley AU - J. Sergeant AU - T. Van Staa AU - N. Peek AU - M. Mamas AU - G. Lip AU - M. O'Flaherty AU - I. Buchan AU - G. Martin AD - Division of Informatics, Imaging and Data Science, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK. Institute of Applied Health Research, University of Birmingham, Birmingham, UK. Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK. Centre for Biostatistics, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK. Keele Cardiovascular Research Group, Keele University, Stoke-on-Trent, UK. Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK. Department of Clinical Medicine, Aalborg University, Aalborg, Denmark. Institute of Population Health, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK. AN - 37218664 BT - Stat Med DO - 10.1002/sim.9771 DP - NLM ET - 2023/05/23 LA - eng N1 - 1097-0258 Pate, Alexander Orcid: 0000-0002-0849-3458 Sperrin, Matthew Orcid: 0000-0002-5351-9960 Riley, Richard D Orcid: 0000-0001-8699-0735 Sergeant, Jamie C Orcid: 0000-0002-9000-4413 Van Staa, Tjeerd Orcid: 0000-0001-9363-742x Peek, Niels Orcid: 0000-0002-6393-9969 Mamas, Mamas A Orcid: 0000-0001-9241-8890 Lip, Gregory Y H O'Flaherty, Martin Orcid: 0000-0001-8944-4131 Buchan, Iain Orcid: 0000-0003-3392-1650 Martin, Glen P Orcid: 0000-0002-3410-9472 MR/T025085/1/MRC_/Medical Research Council/United Kingdom Journal Article England Stat Med. 2023 May 23. doi: 10.1002/sim.9771. PY - 2023 SN - 0277-6715 T2 - Stat Med TI - Developing prediction models to estimate the risk of two survival outcomes both occurring: A comparison of techniques ER -