Accounting for Multicollinearity Without Bias

• In Event: Novel Approaches to Classical Issues in Estimation

Brief Overview

Existing methods to account for multicollinear explanatory variables induce biased results. I propose a method that does not induce bias, easily allows for hypothesis testing, and has clear visualizations of the substantive effects.

Author

• Ella Foster-Molina, Swarthmore College