Optimal subsampling for large-scale quantile regression

Mathematics

• Quantile Regression 100%
• Probability Theory 50%
• Real Data 50%
• Computational Cost 50%
• Simulated Data 50%
• Asymptotic Normality 50%
• Numerical Analysis 50%
• Optimality Criterion 50%
• Smaller Variance 50%