Transforming stochastic matrices for stochastic comparison with the st-order

Abstract

We present a transformation for stochastic matrices and analyze the effects of using it in stochastic comparison with the strong stochastic (st) order. We show that unless the given stochastic matrix is row diagonally dominant, the transformed matrix provides better st bounds on the steady state probability distribution. © EDP Sciences 2003.