Stationary distributions of perturbed finite irreducible discrete time Markov chains are intimately
connected with the behaviour of associated mean first passage times. This interconnection is explored
through the use of generalized matrix inverses. Some interesting qualitative results regarding the nature
of the relative and absolute changes to the stationary probabilities are obtained together with some
improved bounds
