Observable asymptotics of regularized Cox regression models with standard Gaussian designs: a statistical mechanics approach

Emanuele Massa, Anthony Coolen

We study the asymptotic behaviour of the Regularized Maximum Partial Likelihood Estimator (RMPLE) in the proportional limit, considering an arbitrary convex regularizer and assumin…