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

Authors

Grayson L. Baird, Brown UniversityFollow
Stephen L. Bieber, University of Wyoming

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.

DOI

10.22237/jmasm/1556668860

Recommended Citation

Baird, G. L., & Bieber, S. L. (2019). 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. Journal of Modern Applied Statistical Methods, 18(1), eP2522. doi: 10.22237/jmasm/1556668860