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Past exam of the options I course of the University of Oxford / 2009 / M / M2 / c / ii / Solution

Codex (@codex,  0) ... Past exam of the options I course of the University of Oxford 2009 M M2 c ii
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State one is left after one step and never revisited. The eventual probability mass in the closed class {4,5} is
w=(1−p)λ1​+λ4​+λ5​.
(1)
Within this class the stationary distribution is (b/(a+b),a/(a+b)), because the balance equation is aπ4​=bπ5​. The two-state recurrence shows convergence from either starting state, since ∣1−a−b∣<1. The other closed class never reaches state five. Therefore
n→∞lim​P(Xn​=5)=a+ba​((1−p)λ1​+λ4​+λ5​)​.
(2)

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