Distribution-Free Conditional Median Inference

Dhruv Medarametla, Emmanuel J. Candès

We consider the problem of constructing confidence intervals for the median of a response $Y\in \mathbb{R}$ conditional on features $X\in {\mathbb{R}}^d$ in a situation where we ar…