On dimension reduction in regressions with multivariate responses

Keyphrases

• Dimensionality Reduction 100%
• Inverse Regression 100%
• Multivariate Response 100%
• Forward Regression 100%
• Regression Estimates 100%
• Regression Method 50%
• Unified Method 50%
• Conditional Mean 50%
• Kernel Matrix 50%
• Illustrative Examples 50%
• Stein's Lemma 50%
• Regression Approach 50%
• Fourier Method 50%
• First Derivative 50%
• Dimension Reduction Subspace 50%
• Comprehensive Simulation 50%
• High-dimensional Predictors 50%
• Conditional Characteristic Function 50%

Mathematics

• Conditionals 100%
• Characteristic Function 50%
• Matrix (Mathematics) 50%
• Illustrative Example 50%