Estimation of Piecewise-smooth Functions by Amalgamated Bridge Regression Splines

摘要

We consider nonparametric estimation of a one-dimensional piecewise-smooth function observed with white Gaussian noise on an interval. We propose a two-step estimation procedure, where one first detects jump points by a wavelet-based procedure and then es