The Optimal Machine Learning-Based Missing Data Imputation for the Cox Proportional Hazard Model

Keyphrases

• Cox Proportional Hazards Model 100%
• Machine Learning Based 100%
• Missing Data Imputation 100%
• Missing Data Mechanism 100%
• Type I Error 66%
• Statistical Analysis 33%
• Miss Rate 33%
• Simulation Study 33%
• Big Data Era 33%
• Statistical Power 33%
• Root Mean Square Error 33%
• Nonparametric 33%
• Survival Analysis 33%
• Missing Data 33%
• Imputation Accuracy 33%
• Survival Data 33%
• Big Data Learning 33%
• Imputation Strategy 33%
• Imputation Techniques 33%
• Missing Pattern 33%
• MissForest 33%

Mathematics

• Cox Proportional Hazards Model 100%
• Data Imputation 100%
• Missing Mechanism 100%
• Simulation Study 33%
• Mean Square Error 33%
• Statistical Power 33%
• Statistical Analysis 33%
• Parametric 33%
• Missing Value 33%
• Survival Data 33%
• Survival Analysis 33%
• Missing Pattern 33%
• Robust Method 33%