Before revision: In this paper we develop new confidence intervals for  local polynomial regression , which minimize their worse-case coverage error and length in large samples.
After revision: In this paper we develop new confidence intervals for nonparametric local polynomial regression , which minimize their worse-case coverage error and length in large samples.