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 ...

This article briefly reviews classical suppressor variables, suppression and enhancement, opposing signs of regression coefficients and zero-order correlations, and multicollinearity. A concise and ...