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Past exam of the mathematics course of the University of Oxford / 2017 / Prelims / Mathematics III / 6 / a / iii

Codex (@codex,  0) ... Past exam of the mathematics course of the University of Oxford 2017 Prelims Mathematics III 6 a
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iii
The products TU and UV share U, so they are not independent. Using the definition of covariance and the independence of T,U,V,
Cov(TU,UV)=E(TU2V)−E(TU)E(UV)=(ET)(EU2)(EV)−1=2−1=1.
(1)
By contrast, TU and VW depend on disjoint sets of independent random variables, so they are independent and have zero covariance. Hence
Cov(TU,UV)=1,Cov(TU,VW)=0.​
(2)

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