Why is Regularization Underused? An Empirical Study on Trust and Adoption of Statistical Methods

Konstantin Emil Thiel, Marléne Baumeister, Nicole Krämer +3

Statistical practice does not automatically follow methodological innovation. Regularization methods, widely advocated to reduce overfitting and stabilize inference, are readily av…