3 papers
stat.AP2024
Enlarging of the sample to address multicollinearity
Román Salmerón Gómez, Catalina García García, Ainara Rodríguez Sánchez
The paper analyzes how the enlarging of the sample affects to the mitigation of collinearity concluding that it may mitigate the consequences of collinearity related to statistical…
econ.GN2024
Modelling Global Fossil CO2 Emissions with a Lognormal Distribution: A Climate Policy Tool
Faustino Prieto, Catalina B. García-García, Román Salmerón Gómez
Carbon dioxide (CO2) emissions have emerged as a critical issue with profound impacts on the environment, human health, and the global economy. The steady increase in atmospheric C…
stat.ME2021
The Raise Regression: Justification, properties and application
Román Salmerón Gómez, Catalina García García, José García Pérez
Multicollinearity produces an inflation in the variance of the Ordinary Least Squares estimators due to the correlation between two or more independent variables (including the con…