Kac's lemma (source code)

= Kac's lemma
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= Kac lemma
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For an irreducible positive recurrent <Markov chain> with <stationary distribution> $\pi$, the expected return time to state $i$ is $1/\pi_i$. More generally, expected occupation rewards in a return cycle equal their stationary rate times the expected cycle length.