Extension of the Gradient Boosting Algorithm for Joint Modeling of Longitudinal and Time-to-Event data

Colin Griesbach, Andreas Mayr, Elisabeth Waldmann

In various data situations joint models are an efficient tool to analyze relationships between time dependent covariates and event times or to correct for event-dependent dropout o…