An RKHS formulation of the inverse regression dimension-reduction problem
An RKHS formulation of the inverse regression dimension-reduction problem
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 ξ1, …, ξp which belong to the closed span LX2 of X. This paper investigates a unified framework for the inverse regression dimension-reduction problem. It is …