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math.ST2020★ 2 cited
Analysis of Deviance for Hypothesis Testing in Generalized Partially Linear Models
Wolfgang Karl Härdle, Li-Shan Huang
In this study, we develop nonparametric analysis of deviance tools for generalized partially linear models based on local polynomial fitting. Assuming a canonical link, we propose…
math.ST2008★ 35 cited
Analysis of variance, coefficient of determination and -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…