horseshoe

Bayesian methods outperform classical sparse regression in prediction and uncertainty

A new benchmark study evaluated six sparse regression methods, comparing classical approaches like Lasso with Bayesian techniques such as Horseshoe and Spike-and-Slab. The research found that Bayesian methods generally …