Surviving the frailty of time to event analysis in massive datasets with Generalized Additive Models (and the help of Simon Laplace)

Christos Argyropoulos, Hamza Mir, Maria-Eleni Roumelioti +1

Analyses of time to event datasets have been invariably based on the Cox proportional hazards model (PHM). Reformulations of the PHM as a Poisson Generalized Additive Model (GAM) o…