Capturing simple and complex time-dependent effects using flexible parametric survival models: A simulation study

• Vydáno v: Communications in statistics. Simulation and computation Ročník 50; číslo 11; s. 3777 - 3793
• Hlavní autoři: Bower, Hannah, Crowther, Michael J., Rutherford, Mark J., Andersson, Therese M.-L., Clements, Mark, Liu, Xing-Rong, Dickman, Paul W., Lambert, Paul C.
• Typ dokumentu: Článek v odborném časopise
• Jazyk: angličtina
• Vydáno: Taylor & Francis 02.11.2021
• Témata: Flexible parametric model; Model selection; Non-proportional hazards; Simulation; Time-dependent effect
• On-line přístup: Získat plný text
• ISSN: 0361-0918; 1532-4141
• DOI: 10.1080/03610918.2019.1634201

Non-proportional hazards are common within time-to-event data and can be modeled using restricted cubic splines in flexible parametric survival models. This simulation study assesses the ability of these models in capturing non-proportional hazards, and the ability of the Akaike Information Criterio...