Knowledge that Transforms

The authors use a simulation that explores the same factors used by Wildt (1993), but provides results that refute several of the findings reported in that study. The authors maintain that, under conditions of multi-collinearity, the Equity estimator provides estimates that are typically closer to the true parameters than the ordinary least squares and Ridge estimates.