Sampling the Porridge: A Comparison of Ordered Variable Regression with F and R2 and Multiple Linear Regression with Corrected F and R2 in the Presence of Multicollinearity

Abstract

Differences between the multiple linear regression model with Corrected R² and Corrected F and the ordered variable regression model with R² and F when intercorrelation is present are illustrated with simulated and real-world data.