Bias correction in the Cox regression model
We derive general formulae for second-order biases of maximum partial likelihood estimates for the Cox regression model that are easy to compute and yield bias-corrected maximum partial likelihood estimates to order n(-1). Monte Carlo simulations indicate smaller biases without variance inflation.
maximum partial likelihood estimate censored data proportional hazards model weibull regression model