Penalty-Induced Basis Exploration for Bayesian Splines

Sunwoo Lim, Sihyeon Pyeon, Seonghyun Jeong

Spline basis exploration via Bayesian model selection is a widely employed strategy for determining the optimal set of basis terms in nonparametric regression. However, despite its…