Abstract

Point-wise confidence intervals for a nonparametric regression function with random design points
are considered. The confidence intervals are those based on the traditional normal approximation and the
empirical likelihood. Their coverage accuracy is assessed by developing the Edgeworth expansions for the
coverage probabilities. It is shown that the empirical likelihood confidence intervals are Bartlett correctable.