Lawless, Jerald F.Cook, Richard J.2020-03-112020-03-112019-07-24https://doi.org/10.1002/sim.8318http://hdl.handle.net/10012/15690This is the peer reviewed version of the following article: Jerald F. Lawless and Richard J. Cook, A new perspective on loss to follow-up in failure time and life history studies. Statistics in Medicine (2019), 38(23): 4583–4610 which has been published in final form at https://doi.org/10.1002/sim.8318.A framework is proposed for the joint modeling of life history and loss to follow-up (LTF) processes in cohort studies. This framework provides a basis for discussing independence conditions for LTF and censoring and examining the implications of dependent LTF.We consider failure time and more general life history processes. The joint models are based on multistate processes with expanded state spaces encompassing both the life history and LTF processes. Tracing studies are discussed as a means of investigating the presence of dependent censoring and providing valid estimates of transition intensities and state occupancy probabilities. Simulation studies and an illustration based on a cohort of individuals with systemic lupus erythematosus demonstrate the usefulness and properties of the proposed methods.enauxiliary dataindependent censoringlife history processloss to follow-upmultistate modeltracing studiesArticle