Two-step estimation of functional linear models with applications to longitudinal data

Mathematics

• Functional Linear Model 96%
• Local Polynomial 81%
• Kernel Methods 75%
• Longitudinal Data 68%
• Longitudinal Data Analysis 45%
• Time-dependent Covariates 43%
• Smoothing Splines 40%
• Functional Data 38%
• Appeal 38%
• Estimator 38%
• Standard deviation 33%
• Vision 32%
• Coefficient 32%
• Statistical Model 31%
• Smoothing 29%
• Simulation Study 22%
• Alternatives 19%
• Demonstrate 19%
• Performance 19%

Business & Economics

• Longitudinal Data 100%
• Two-step Estimation 93%
• Kernel Methods 86%
• Local Polynomial 66%
• Longitudinal Data Analysis 35%
• Estimator 34%
• Smoothing Splines 32%
• Coefficients 31%
• Statistical Model 29%
• Smoothing 23%
• Covariates 21%
• Standard Deviation 20%
• Simulation Study 20%
• Workers 15%
• Alternatives 10%
• Performance 8%