BOOK-CHAPTER
Partial Least-Squares Regression
Abstract
This chapter discusses partial least-squares (PLS) regression. The objective is to introduce newcomers to the most common procedures of this multivariate regression technique, explaining its advantages and limitations. As in the other chapters of the book, we will not focus extensively on the mathem...
Keywords:
Partial least squares regression Multivariate statistics Regression Statistics Regression analysis Bayesian multivariate linear regression Total least squares Focus (optics) Computer science Mathematics
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Topics
Spectroscopy and Chemometric Analyses
Physical Sciences → Chemistry → Analytical Chemistry
Spectroscopy Techniques in Biomedical and Chemical Research
Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics
Advanced Statistical Methods and Models
Physical Sciences → Mathematics → Statistics and Probability
Related Documents
BOOK-CHAPTER
Partial Least‐Squares Regression
J.M. AndradeA. CarlosenaRicard BoquéJoan Ferré
Year: 2013 Pages: 280-347