On the asymptotics of Rosenblatt-type transform

Abstract

We show that a cross independence (CI) transformation of some Gaussian mixture has an

asymptotically Gaussian distribution connected with the Gaussian core of the mixture by the

same type of transform. In addition we study a behavior of extreme values in related triangular

arrays.