The Lipschitz property of the quantile functions on spaces of random variables

It is proved that the quantile functions on the space of random variables obey the Lipschitz condition with the constant 1 with respect to any norm majorizing $L^\infty$-norm. The random variables considered need not to belong this $L^\infty$-space.