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Question

Statistics Question on Multivariate Distributions

Let X1,X2,,X10X_1, X_2, \ldots, X_{10} be a random sample from the N(3,4)N(3,4) distribution, and let Y1,Y2,,Y15Y_1, Y_2, \ldots, Y_{15} be a random sample from the N(3,6)N(-3,6) distribution. Assume that the two samples are drawn independently. Define:
Xˉ=110i=110Xi\bar{X} = \frac{1}{10} \sum_{i=1}^{10} X_i
Yˉ=115j=115Yj\bar{Y} = \frac{1}{15} \sum_{j=1}^{15} Y_j
S=19i=110(XiXˉ)2S = \sqrt{\frac{1}{9} \sum_{i=1}^{10} (X_i - \bar{X})^2}
Then the distribution of U=5(Xˉ+Yˉ)SU = \frac{\sqrt{5}(\bar{X} + \bar{Y})}{S} is:

A

N(0,45)N\left(0, \frac{4}{5}\right)

B

χ92\chi^2_9

C

t9t_9

D

t23t_{23}

Answer

t9t_9

Explanation

Solution

The correct option is (C): t9t_9