Piecewise Constant Hazard Estimation with the Fused Lasso

Manuel Rosenbaum, Jan Beyersmann, Michael Vogt

In applied time-to-event analysis, a flexible and useful approach is to model the hazard rate as a piecewise constant function of time. However, the change points and values of the…