A Spline-Based Semiparametric Maximum Likelihood Estimation Method for the Cox Model with Interval-Censored Data

Keyphrases

• Nonparametric Maximum Likelihood Estimator (NPMLE) 100%
• Interval Censoring 100%
• Cox Model 100%
• Splines 100%
• Maximum Likelihood Estimation Method 100%
• Cumulative Hazard Function 66%
• Regression Parameters 66%
• Easy-to-implement 33%
• Simulation Study 33%
• B-spline 33%
• Asymptotically Normal 33%
• Maximum Likelihood Estimation 33%
• Maximum Likelihood Method 33%
• Inference Methods 33%
• Monotone 33%
• Finite Sample Performance 33%
• Breast Cosmesis 33%
• Generalised Rosen Algorithm 33%

Mathematics

• Proportional Hazards Model 100%
• Censored Data 100%
• Spline 100%
• Estimation Method 100%
• Maximum Likelihood 100%
• Hazard Function 66%
• Regression Parameter 66%
• Likelihood Approach 33%
• B-Spline 33%
• Simulation Study 33%
• Inference Procedure 33%
• Maximum Likelihood 33%
• Maximum Likelihood Estimate 33%