Penalized profile least squares-based statistical inference for varying coefficient partially linear errors-in-variables models

Keyphrases

• Statistical Inference 100%
• Test Statistic 100%
• Measurement Error 100%
• Varying Coefficient 100%
• Partially Linear Errors-in-variables Model 100%
• Profile Least Squares 100%
• Simulation Study 50%
• Nonparametric 50%
• Limiting null Distribution 50%
• Estimation Consistency 50%
• Asymptotic Properties 50%
• Bias Correction 50%
• Chi-square 50%
• Confidence Region 50%
• Monte Carlo Approximation 50%
• Oracle Property 50%
• Partially Linear Varying Coefficient Model 50%
• Least Squares Estimation 50%
• Linear Hypothesis 50%
• Causes of Error 50%
• Smoothly Clipped Absolute Deviation Penalty 50%

Mathematics

• Test Statistic 100%
• Inferential Statistics 100%
• Covariate 100%
• Measurement Error 100%
• Errors-in-Variables Model 100%
• Least Squares Method 100%
• Linear Models 50%
• Simulation Study 50%
• Real Data 50%
• Null 50%
• Asymptotic Property 50%
• Monte Carlo 50%
• Linear Part 50%
• Confidence Region 50%
• Least Square Estimation 50%
• Intractability 50%