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of the conditional probability of Sik given the previous states and the joint probability of the previous states: P(Sik | S1, S2,…, Sik-1) P (S1, S2,…,Sik-1) According to the Markov property, the probability of Sik depends only on the previous state Sik-1, not on the entire history. Therefore, the