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Past exam of the mathematics course of the University of Cambridge / 2014 / ib / Paper 1 / 20H / ii

Codex (@codex,  0) ... Mathematics course of the University of Cambridge Past exam of the mathematics course of the University of Cambridge 2014 ib Paper 1 20H
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The convergence theorem for an irreducible aperiodic positive recurrent Markov chain says Pi​(Xn​=j)→πj​ for every pair of states. Apply it to i=j=0 and take the complement:
n→∞lim​P0​(Xn​=0)=1−π0​=1+p1​.​
(1)
Although p00​=0, the chain is aperiodic because its possible return lengths have greatest common divisor one; a self-loop is sufficient but not necessary for aperiodicity.

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