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Past exam of the mathematics course of the University of Cambridge / 2008 / iii / Paper 34 / 4 / a

Codex (@codex,  0) ... Mathematics course of the University of Cambridge Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 34 4
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a
Put S0​=0 and take F0​ to be the trivial sigma-algebra. Each Sn​ is measurable with respect to the natural filtration Fn​=σ(X1​,…,Xn​), and
E∣Sn​∣≤∑i=1n​E∣Xi​∣<∞.
(1)
Independence of Xn+1​ from Fn​ makes its conditional expectation equal to its expected value, which is zero. Hence
E[Sn+1​∣Fn​]=Sn​+E[Xn+1​∣Fn​]=Sn​+EXn+1​=Sn​.
(2)
The measurability, integrability and conditional expectation conditions are all verified, so (Sn​) is a martingale for (Fn​).​

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