Variable selection and prediction with incomplete high-dimensional data

Mathematics

• Multiple Imputation 70%
• Incomplete Data 64%
• High-dimensional Data 63%
• Variable Selection 56%
• Lasso 53%
• Prediction 44%
• Obesity 14%
• Penalized Regression 12%
• Prediction Model 11%
• Performance 10%
• Prediction Error 10%
• Deletion 9%
• Predict 8%
• Scenarios 8%
• Proportion 8%
• Economics 8%
• High-dimensional 7%
• Simulation Study 6%
• Subgroup 6%
• Alternatives 5%
• Arbitrary 4%

Business & Economics

• Variable Selection 100%
• Multiple Imputation 85%
• Prediction 45%
• Prediction Error 11%
• Obesity 10%
• Prediction Model 9%
• Simulation Study 8%
• Performance 7%
• Proportion 6%
• Scenarios 5%
• Alternatives 4%

Engineering & Materials Science

• Economics 11%