Vector Quantile Regression: An Optimal Transport Approach

Guillaume Carlier, Victor Chernozhukov, Alfred Galichon

We propose a notion of conditional vector quantile function and a vector quantile regression. A \emph{conditional vector quantile function} (CVQF) of a random vector $Y$, taking va…