We study the stochastic stability in the presence of more than one ergodic component for the invariant measure. This problem has a solution for expanding 1-D maps. We generalize it to maps with an indifferent fixed point and for random transformations. We also propose a definition of escape rate for randomly perturbed dynamical systems (joint with W. Bahsoun).