Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models

Keyphrases

• Ultrahigh-dimensional 100%
• Partially Linear Varying Coefficient Model 100%
• Forward Regression 100%
• Predictor Variables 66%
• Simulation Study 33%
• Consistency Properties 33%
• Nonparametric 33%
• Ultra-high 33%
• Screening Method 33%
• Semiparametric Model 33%
• Regression Method 33%
• Linear Predictor 33%
• Variable Screening 33%
• Extended Bayesian Information Criterion 33%
• Regression Algorithm 33%
• Screening Consistency 33%

Mathematics

• Linear Models 100%
• Predictor Variable 100%
• Simulation Study 50%
• Real Data 50%
• Parametric 50%
• Linear Part 50%
• Bayesian Information Criterion 50%
• Candidate Predictor 50%
• Linear Predictor 50%

Engineering

• Predictor Variable 100%
• Dimensionality 50%
• Real Data 50%
• Parametric Part 50%