Stable prediction in high-dimensional linear models

Keyphrases

• Stable Prediction 100%
• High-dimensional Linear Models 100%
• Optimal Weights 66%
• Weighted Importance 66%
• Importance Index 66%
• Prediction Accuracy 33%
• Performance Prediction 33%
• Training Data 33%
• Simulation Study 33%
• Averaging Method 33%
• Use Test 33%
• Quadratic Optimization 33%
• Real-time Data Analysis 33%
• Improved Prediction 33%
• Random Splitting 33%
• Model Averaging 33%
• Model Overfitting 33%
• Nonnegative Constraint 33%
• Split Training 33%

Mathematics

• Linear Models 100%
• Training Data 50%
• Predictive Performance 50%
• Optimal Estimate 50%
• Simulation Study 50%
• Real Data 50%
• Test Data 50%

Computer Science

• Candidate Model 100%
• Prediction Accuracy 33%
• Training Data 33%
• Predictive Performance 33%
• Simulation Study 33%