Optimal designs for nonparametric estimation of zeros of regression functions

Abstract

We investigate nonparametric estimators of zeros of a regression function and its derivatives and we derive the distribution of design points minimizing the expected width of a confidence interval and the expected variance of the proposed estimator.

Keywords

• empirical zero
• location of maximum
• nonparametric regression
• regression mode
• optimal design