Francisco Rodriguez-Sanchez

VIF and multicollinearity

1

https://github.com/idworkin/McMasterDataLunch/blob/master/ignore_collinearity.md https://journals.sagepub.com/doi/abs/10.1177/10944281231216381 https://link.springer.com/article/10.1007/s11135-024-01980-0 https://sociologicalscience.com/articles-v3-27-627/ https://notstatschat.rbind.io/2024/11/21/collinearity-again/

https://n-kall.github.io/priorsense/index.html

https://www.kaggle.com/c/titanic/overview

https://github.com/gavinsimpson/physalia-gam-course

Instability plots

1

https://doi.org/10.1002/bimj.202200302

https://x.com/TimBlackburn66/status/1565355662992875521

loo, k-fold... Simple approaches: https://easystats.github.io/performance/reference/performance_cv.html or https://gmonette.github.io/cv/index.html Maybe add some example with caret or tidymodels too