Degrees of Freedom in Penalized Regression: Model Selection with Adaptive Penalties

Mauro Bernardi, Antonio Canale, Marco Stefanucci

Model selection in penalized regression critically depends on an accurate assessment of model complexity, commonly quantified through the effective degrees of freedom. While the La…