Dimension reduction for integrative survival analysis

Keyphrases

• Dimensionality Reduction 100%
• Survival Analysis 100%
• Linear Combination 100%
• Cancer Survival Analysis 66%
• Cancer Types 66%
• Hazard Function 66%
• Pan-cancer 66%
• Protein Expression 33%
• Numerical Experiments 33%
• Sparsity 33%
• Low-rank 33%
• Proportional Hazards Model 33%
• Cox Proportional Hazards Model 33%
• Regression Coefficient 33%
• Model Fitting 33%
• Coefficient Matrix 33%
• Borrowing Information 33%
• Asymptotic Results 33%
• Constrained Maxent 33%
• Maximum Partial Likelihood Estimator 33%
• High-dimensional Predictors 33%
• Data Generating Model 33%

Mathematics

• Linear Combination 100%
• Survival Analysis 100%
• Hazard Function 66%
• Asymptotics 33%
• Coefficient Matrix 33%
• Proportional Hazards Model 33%
• Likelihood Estimator 33%
• Fitted Model 33%
• Cox Proportional Hazards Model 33%
• Numerical Experiment 33%
• Regression Coefficient 33%