12. Let and be independent irreducible Markov chains with states , and with respective transition probabilities and

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12. Let and be independent irreducible Markov chains with states , and with respective transition probabilities and .

(a) Give the transition probabilities of the Markov chain

.

(b) Show by giving a counterexample that is not necessarily irreducible.

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