Ridge Regression: An Alternative to Multiple Linear Regression for Highly Correlated Data

ABSTRACT The use of ridge regression is proposed to overcome the problem of multicollinearity associated with the use of multiple linear regression in food technology. This technique is discussed and illustrated with an example from food technology.