Robust rank correlation based screening

Keyphrases

• Rank Correlation 100%
• Predictor Variables 100%
• Correlation-based 100%
• Screening Method 66%
• Correlation Screening 66%
• Independence Screening 66%
• Correlation Coefficient 33%
• Single-index Model 33%
• Nonparametric Function 33%
• Link Function 33%
• Semiparametric Model 33%
• Pearson Correlation 33%
• Statistical Model 33%
• Ranking Criteria 33%
• Nonparametric Estimation 33%
• Response Variable 33%
• Indicator Use 33%
• Variable Selection Methods 33%
• Ultrahigh-dimensional Data 33%
• Large p Small n 33%
• Exponential Tail 33%
• Transformation Regression Model 33%
• Second-order Moment 33%
• Monotonic Constraint 33%
• Theoretical Derivation 33%
• Variable Screening 33%
• Screening Properties 33%
• Indicator Function 33%
• Sure Independence Screening 33%
• Non-polynomial Dimensionality 33%

Mathematics

• Predictor Variable 100%
• Spearman's Coefficient 100%
• Real Data 33%
• Dimensional Data 33%
• Model Index 33%
• Regression Model 33%
• correlation coefficient ρ 33%
• Boundedness 33%
• Outlier 33%
• Response Variable 33%
• Nonparametric Estimation 33%
• Pearson Correlation 33%
• Indicator Function 33%