I have a very simple three state Markov chain. We have that $s_1 \to s_2 \to s_3 \to s_1$. The probability of transition is $p$ and the probability of staying in the same state is, therefore, $1-p$.
The average transition time to next is given by $1/p$.
My question is: What is the variance of the transition time?