New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis

Keyphrases

• Model Selection Strategy 100%
• Semiparametric Model 100%
• Longitudinal Data Analysis 100%
• Selection Strategy 40%
• Longitudinal Data 20%
• Convergence Rate 20%
• Regression Techniques 20%
• Model Selection 20%
• Parametric Inference 20%
• Penalty Function 20%
• Regression Coefficient 20%
• Asymptotic Normality 20%
• Parameter Function 20%
• Parametric Model 20%
• Local Polynomial Regression 20%
• Error Equation 20%
• Semi-parametric Regression 20%
• Regularization Parameter 20%
• Oracle Estimator 20%
• Robust Standard Error 20%

Mathematics

• Model Selection 100%
• Longitudinal Data 100%
• Parametric Inference 25%
• Regularization 25%
• Asymptotic Normality 25%
• Polynomial Regression 25%
• Semiparametric Regression Model 25%
• Regression Coefficient 25%
• Rate of Convergence 25%