Nonparametric Survival Analysis with Time-dependent Covariate Effects: A Penalized Partial Likelihood Approach

Keyphrases

• Likelihood Approach 100%
• Covariate Effect 100%
• Time-dependent Covariates 100%
• Penalized Likelihood 100%
• Nonparametric Survival Analysis 100%
• Consistent Estimator 66%
• Regression Function 66%
• Convergence Rate 33%
• Relative Risk 33%
• Computational Approach 33%
• Multiple Covariates 33%
• Regularity Conditions 33%
• Risk Function 33%
• Asymptotic Normality 33%
• Cox Regression 33%
• Baseline Hazard Function 33%
• Non-parametric Analysis 33%
• Uniform Consistency 33%
• Asymptotic Variance 33%

Mathematics

• Survival Analysis 100%
• Covariate 100%
• Likelihood Approach 100%
• Consistent Estimator 50%
• Regression Function 50%
• Pointwise 25%
• Computational Approach 25%
• Relative Risk 25%
• Proportional Hazards Model 25%
• Hazard Function 25%
• Risk Function 25%
• Asymptotic Normality 25%
• Regularity Condition 25%
• Asymptotic Variance 25%