Detection of Near-Nulticollinearity through Centered and Noncentered Regression

Detection of Near-Nulticollinearity through Centered and Noncentered Regression

This paper analyzes the diagnostic of near-multicollinearity in a multiple linear regression from auxiliary centered (with intercept) and noncentered (without intercept) regressions. From these auxiliary regressions, the centered and noncentered variance inflation factors (VIFs) are calculated. An e...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Salmerón Gómez, Román, García García, Catalina Beatriz, García Pérez, José
Format: info:eu-repo/semantics/article
Sprache:English
Veröffentlicht: MDPI 2020
Schlagworte:
centered model
noncentered model
intercept
essential multicollinearit
nonessential multicollinearity
Online Zugang:http://hdl.handle.net/10835/8293

Online

http://hdl.handle.net/10835/8293

Ähnliche Einträge