Estimating the covariance matrix of the coefficient estimator in multivariate partial least squares regression with chemical applications

Keyphrases

• Covariance Matrix 100%
• Partial Least Squares Regression 100%
• Chemical Applications 100%
• Multivariate Partial Least Squares 100%
• Low Computational Complexity 50%
• Regression Coefficient 50%
• Monte Carlo Simulation Study 50%
• Chemical Data 50%
• Collinearity 50%
• High Dimension 50%
• Numerical Results 50%
• Partial Least Squares Model 50%
• Statistical Learning Techniques 50%

Mathematics

• Square Regression 100%
• Partial Least Squares 100%
• Covariance Matrix 100%
• Simulation Study 33%
• Collinearity 33%
• Covariate 33%
• Regression Coefficient 33%
• Computational Cost 33%
• Monte Carlo Method 33%