Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix

David del Val, José R. Berrendero, Alberto Suárez

Partial least squares (PLS) is a dimensionality reduction technique introduced in the field of chemometrics and successfully employed in many other areas. The PLS components are ob…