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precedes the i-th state. Sik-2: This represents the “i-2-th state” in the Markov chain. It is the state that precedes the i-1-th state. · Si1: This represents the “first state” in the Markov chain. It is the initial state from which the sequence begins. Let’s consider a Hidden Markov Model (HMM)