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

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

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.

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Veröffentlicht in:Journal of modern applied statistical methods 2020-03, Vol.18 (1), p.2-39
Hauptverfasser: Baird, Grayson L., Bieber, Stephen L.
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:1538-9472
1538-9472
DOI:10.22237/jmasm/1556668860