An improved kernel regression method based on Taylor expansion

Many regression functions obtained by nonparametric regression method often appear inconsonance between smoothness and fitness. This phenomenon is extremely outstanding near the vertex regions. How to improve the fitness and smoothness simultaneously becomes an important problem in the nonparametric