Estimating the conditional distribution in functional regression problems

Siegfried Hörmann, Thomas Kuenzer, Gregory Rice

We consider the problem of consistently estimating the conditional distribution $P(Y\in A|X)$ of a functional data object $Y=(Y(t):t\in [0,1])$ given covariates $X$ in a general…