Bayesian bandwidth estimation for local linear fitting in nonparametric regression models

Han Lin Shang, Xibin Zhang

This paper presents a Bayesian sampling approach to bandwidth estimation for the local linear estimator of the regression function in a nonparametric regression model. In the Bayes…