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Question

Statistics Question on Sampling Distributions

Let (X1,Y1),(X2,Y2),,(X20,Y20)(X_1, Y_1), (X_2, Y_2), \ldots, (X_{20}, Y_{20}) be a random sample from the N2(0,0,1,1,34)N_2(0, 0, 1, 1, \frac{3}{4}) distribution. Define
Xˉ=120i=120XiandYˉ=120i=120Yi.\bar{X} = \frac{1}{20} \sum_{i=1}^{20} X_i \quad \text{and} \quad \bar{Y} = \frac{1}{20} \sum_{i=1}^{20} Y_i.
Then Var(XˉYˉ)\text{Var}(\bar{X} - \bar{Y}) is equal to:

A

116\frac{1}{16}

B

140\frac{1}{40}

C

110\frac{1}{10}

D

340\frac{3}{40}

Answer

140\frac{1}{40}

Explanation

Solution

The correct option is (B): 140\frac{1}{40}