Local Asymptotics of P-Spline Smoothing

Xiao Wang, Jinglai Shen, David Ruppert

This paper addresses asymptotic properties of general penalized spline estimators with an arbitrary B-spline degree and an arbitrary order difference penalty. The estimator is appr…