Efficient estimation and inferences for varying-coefficient models

Mathematics

• Coefficient Function 100%
• Conditionals 50%
• Null 50%
• Goodness of Fit Test 50%
• Bootstrap Method 50%
• Simulated Data 50%
• Inferential Statistics 50%
• Real Data 50%
• Covariate 50%
• Computational Cost 50%
• Asymptotic Normality 50%
• Maximum Likelihood 50%
• Polynomial Regression 50%
• Likelihood Equation 50%
• Newton-Raphson 50%
• Step Procedure 50%
• Likelihood Ratio 50%

Keyphrases

• Varying Coefficient Model 100%
• Coefficient Function 66%
• One-step Method 33%
• Computational Cost 33%
• Likelihood Function 33%
• Newton-Raphson Method 33%
• Proposed Methodology 33%
• Null Distribution 33%
• Regression Techniques 33%
• Bootstrap Method 33%
• Estimation Method 33%
• Statistical Inference 33%
• Goodness-of-fit Test 33%
• Computational Burden 33%
• Asymptotic Normality 33%
• Nonparametric Maximum Likelihood Estimator (NPMLE) 33%
• Local Polynomial Regression 33%
• Error Equation 33%
• Ratio-Type 33%