Linear Models#

CoxnetSurvivalAnalysis([n_alphas, alphas, ...])

Cox's proportional hazard's model with elastic net penalty.

CoxPHSurvivalAnalysis([alpha, ties, n_iter, ...])

Cox proportional hazards model.

IPCRidge([alpha, fit_intercept, normalize, ...])

Accelerated failure time model with inverse probability of censoring weights.