Joint analysis of longitudinal and survival data measured on nested timescales by using shared parameter models: an application to fecundity data.

We consider the joint modelling, analysis and prediction of a longitudinal binary process and a discrete time-to-event outcome. We consider data from a prospective pregnancy study, which provides day level information regarding the behaviour of couples attempting to conceive. Reproductive epidemiologists are particularly interested in developing a model for… (More)