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Question

Statistics Question on Sampling Distributions

Let X1,X2,,X20X_1, X_2, \ldots, X_{20} be a random sample from the N(5,2)N(5, 2) distribution, and let Yi=X2iX2i1Y_i = X_{2i} - X_{2i-1} for i=1,2,,10i = 1, 2, \ldots, 10. Then W=14i=110Yi2W = \frac{1}{4} \sum_{i=1}^{10} Y_i^2 has the distribution:

A

t20t_{20} distribution

B

χ202\chi^2_{20} distribution

C

χ102\chi^2_{10} distribution

D

N(250,20)N(250, 20) distribution

Answer

χ102\chi^2_{10} distribution

Explanation

Solution

The correct option is (C): χ102\chi^2_{10} distribution