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stat.ME2024
Unraveling Residualization: enhancing its application and exposing its relationship with the FWL theorem
Catalina García García, Román Salmerón Gómez, Claudia García García
The residualization procedure has been applied in many different fields to estimate models with multicollinearity. However, there exists a lack of understanding of this methodology…
stat.ME2024
Generalized Ridge Regression: Biased Estimation for Multiple Linear Regression Models
Román Salmerón Gómez, Catalina García García, Guillermo Hortal Reina
When the regressors of a econometric linear model are nonorthogonal, it is well known that their estimation by ordinary least squares can present various problems that discourage t…