A technique called ridge regression is presented as a method for analyzing models containing multicollinearity. Multicollinearity is described as an often overlooked, but significant and pervasive ...

Although multiple regression is commonly used in such cases to test the individual effects of many explanatory variables on a continuous response, the inherent collinearity (multicollinearity) of ...