A method for checking regression models in survival analysis based on the risk score.

摘要: We propose to perform model check for the Cox and Aalen regression models using martingale residual processes grouped after risk score. Asymptotic distributions of are deduced, so both formal graphical can be performed. The method is validated by stochastic simulation. A data example with patients primary biliary cirrhosis liver discussed.