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Q4Section A (Section A)4 of 60

Variance of a split Bernoulli inner product

Suppose Z1,Z2,…,Z128Z_1,Z_2,…,Z_{128} are i.i.d. Bin(1,0.5)\mathrm{Bin}(1,0.5) random variables. Define X=(Z1,Z2,…,Z64)TandY=(Z65,Z66,…,Z128)T.\mathbf{X}=(Z_1,Z_2,…,Z_{64})^T\quad\text{and}\quad\mathbf{Y}=(Z_{65},Z_{66},…,Z_{128})^T. Then the value of Var(XTY)\mathrm{Var}(\mathbf{X}^T\mathbf{Y}) is

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