An RKHS formulation of the inverse regression dimension-reduction problem

Tailen Hsing, Haobo Ren

Suppose that $Y$ is a scalar and $X$ is a second-order stochastic process, where $Y$ and $X$ are conditionally independent given the random variables ${\xi }_1,...,{\xi }_p$ which belong to…