Analysis of variance, coefficient of determination and $F$-test for local polynomial regression

Li-Shan Huang, Jianwei Chen

This paper provides ANOVA inference for nonparametric local polynomial regression (LPR) in analogy with ANOVA tools for the classical linear regression model. A surprisingly simple…