Efficient regressions via optimally combining quantile information

Keyphrases

• Regression Model 100%
• Information Combination 100%
• Superior Performance 50%
• Nonparametric 50%
• Efficient Estimator 50%
• Statistical Estimation 50%
• Quantile Regression 50%
• Asymptotic Variance 50%
• Non-regular 50%
• Monte Carlo Experiment 50%
• Asymptotic Theory 50%
• Fisher Information 50%
• Multiple Quantiles 50%

Mathematics

• Quantile 100%
• Regression Model 50%
• Upper Bound 50%
• Parametric 25%
• Asymptotic Variance 25%
• Quantile Regression 25%
• Asymptotic Theory 25%
• Fisher Information 25%
• Monte Carlo Method 25%