Past exam of the options II course of the University of Oxford / 2010 / M / M5 / d / Solution

If $\lambda P=\lambda$, induction gives $\lambda P^n=\lambda$ for every $n\ge 0$. Part (c) then makes the distribution of every $X_n$ equal to $\lambda$. Such a probability row vector is a stationary distribution.