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 ...

The mean square error criterion suggests a framework for thinking about the problem of multicollinearity in a linear model. To this end we present some examples to illustrate the linkage of the mean ...