The Effects of Multicollinearity on Accuracy of Prediction in LS Unit Weight and Absolute Value and Prediction Systems

Multiple linear regression systems have typically served two main purposes in the social sciences: interpretation and prediction. The interpretative aspect of regression analysis involves the examination of the relative contribution of several variables in explaining the variance of a dependent variable.