On function-on-function regression: partial least squares approach

Business & Economics

• Partial Least Squares 64%
• Regression Model 59%
• Maximum Likelihood 36%
• Cross-validation 28%
• Monte Carlo Simulation 27%
• B-spline 27%
• Roughness 27%
• Data Structures 22%
• Least Squares 19%
• Finite Sample 19%
• Functional Form 19%
• Empirical Data 15%
• Performance 6%

Mathematics

• Partial Least Squares Regression 100%
• Regression Model 29%
• Penalized Maximum Likelihood 12%
• Estimate 12%
• Generalized Cross-validation 12%
• Functional Data Analysis 12%
• B-spline Function 11%
• Partial Least Squares 11%
• Roughness 10%
• Functional Data 10%
• Complex Structure 9%
• Convert 9%
• Data Structures 9%
• Basis Functions 8%
• Data analysis 8%
• Least Squares 8%
• Maximum Likelihood 7%
• Monte Carlo Simulation 7%
• Unstable 7%
• High-dimensional 7%
• Performance 5%

Earth & Environmental Sciences

• data analysis 23%
• roughness 12%
• method 9%
• simulation 6%