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product of the conditional probabilities of each event given the previous ones. For two events A and B, Chain Rule of Probability is written as: P(A,B) = P(A∣B)⋅P(B) Let’s calculate joint probability of a sequence of states S1, S2, …, Sik: P(S1, S2,…, Sik) This can be broken down into the product