Local Linear Regression Smoothers and Their Minimax Efficiencies

Abstract

MINIMAX REGRESSION ESTIMATION 197 lower bound is nearly sharp for the following two cases: 1. Bounded two-derivative constraints [see (3.4)]. 2. Bounded Lipschitz constraints (see the example in Section 5.1). These minimax results, on the other hand, give theoretical ...