The VIF Score. What is it Good For? Absolutely Nothing - Arturs Kalnins, Kendall Praitis Hill, 2025 Variance inflation factors (VIF scores) are regression diagnostics commonly invoked throughout the social sciences. Researchers typically take the perspective t...

#statstab #506 The VIF Score. What is it Good For? Absolutely Nothing

Thoughts: Maybe we need to think more closely about what these metrics mean.

#diagnostics #assumptions #regression #vif #variance #variableselection #error #multicolinearity

journals.sagepub.com/doi/abs/10.1...

Ay que ilu! ¡Nuestro artículo sobre selección de variables con datos faltantes está entre los más leídos de BA!
🔗 projecteuclid.org/journals/bay...

En él usamos un enfoque bayesiano para lidiar con la incertidumbre... incluso cuando faltan datos. #MissingData #VariableSelection #Bayesian

Variable Importance Plots—An Introduction to the vip Package vip

#statstab #380 Variable Importance Plots {vip}

Thoughts: Not sure how useful these are for researchers, but it's one way to plot the "importance" of your model.

#MachineLearning #lasso #ML #regression #vip #variableselection #r

koalaverse.github.io/vip/articles...