Survival of the fittest Cox model: Pivotal variable selection for time-to-event data

Maxime van Cutsem, Sylvain Sardy

We revisit Cox's proportional hazards model to improve variable selection in survival analysis. A square-root transformation of the partial likelihood renders the selection of the…