Naive Penalized Spline Estimators of Derivatives Achieve Optimal Rates of Convergence

Bright Antwi Boasiako, John Staudenmayer

This paper studies the asymptotic behavior of penalized spline estimates of derivatives. In particular, we show that simply differentiating the penalized spline estimator of the me…