steady State Distribution
The stationary distribution: the unique probability vector with pi = pi P. Entry k is the long-run proportion of transitions spent in state k+1.
Requires an irreducible chain, which is what makes the vector unique. For a periodic chain the vector is still stationary and still the long-run proportion of visits, but it is not the limit of the n-step transition matrix, which does not converge.