Nonparametric lack-of-fit testing and consistent variable selection

Keyphrases

• Nonparametric 100%
• Fit Test 100%
• Backward Elimination 100%
• Linear Regression 50%
• Test Statistic 50%
• Multifactor Dimensionality Reduction 50%
• Curse of Dimensionality 50%
• Response Variable 50%
• Model Selection 50%
• Dimensionality Reduction 50%
• False Discovery Rate 50%
• Asymptotic Distribution 50%
• Local Polynomial Regression 50%
• Variable Selection Methods 50%
• Nonparametric Model 50%
• Regression Function 50%
• Index Set 50%
• Heteroscedastic 50%
• Local Alternatives 50%
• Sparse Model 50%
• Residual-based 50%

Mathematics

• Analysis of Variance 100%
• Covariate 100%
• Lack Of Fit 100%
• Test Statistic 50%
• Curse of Dimensionality 50%
• Response Variable 50%
• Model Selection 50%
• Residuals 50%
• Asymptotic Distribution 50%
• Type Model 50%
• Polynomial Regression 50%
• Regression Function 50%
• Nonparametric Model 50%
• False Discovery Rate 50%
• Dimensional Vector 50%
• Linear Regression Analysis 50%