@misc{10481/86563, year = {2018}, month = {4}, url = {https://hdl.handle.net/10481/86563}, abstract = {The Variance Inflation Factor and the Condition Number are measures traditionally applied to detect the presence of collinearity in a multiple linear model. This paper presents the relation and the difference between both measures from theoretical and empirical perspectives by using Monte Carlo simulations and taking special interest in the computational techniques.}, publisher = {Taylor and Francis}, keywords = {Multicolinealidad}, keywords = {variance inflation factor}, keywords = {condition number}, keywords = {threshold}, title = {Variance Inflation Factor and Condition Number in multiple linear regression}, doi = {https://doi.org/10.1080/00949655.2018.1463376}, author = {Salmerón Gómez, Román and García García, Catalina and García Pérez, José}, }