The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses
The use of partial least squares (PLS) for handling collinearities among the independent variables X in multiple regression is discussed. Consecutive estimates $({\text{rank }}1...