Nonparametric modal regression in the presence of measurement error

Haiming Zhou, Xianzheng Huang

In the context of regressing a response $Y$ on a predictor $X$, we consider estimating the local modes of the distribution of $Y$ given $X=x$ when $X$ is prone to measurement error…