Preservation of stochastic order in R^2 under random rotations

Abstract

For a specified order relation in R², it is shown that a shift parameter family of distributions remains stochastically ordered, if it is transformed by random orthogonal rotations. The result has applications in monotonicity problems of the roots of Wishart matrices.