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Improved smoothing spline regression by combining estimates of different smoothness

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  • Computer Science

Abstract

This paper studies nonparametric regression using smoothing splines. It proposes a method that combines smoothing spline estimates of different smoothness to form a final improved estimate. This new method is straightforward to implement, computationally inexpensive, and gives reliable performances in simulations.

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