Finally, the ridge regression solution is demonstrated as an alternative technique for identifying multicollinearity problems in a set of data and as a means for producing reliable results in the ...

Numerous papers in the fields of marketing and consumer behavior that utilize moderated multiple regression express concerns regarding the existence of a multicollinearity problem in their analyses.