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Question

Statistics Question on Sampling Distributions

Let π‘₯1, π‘₯2, … , π‘₯10 be the observed values of a random sample of size 10 from an 𝑁(πœƒ, 𝜎 2 ) distribution, where πœƒ ∈ ℝ and 𝜎 > 0 are unknown parameters. If
π‘₯Μ…=110\frac{1}{10} βˆ‘i=110xi=0βˆ‘^{10}_{i=1}x_i=0 and s=19βˆ‘i=110(xiβˆ’xβ€Ύ)2=2,\sqrt{\frac{1}{9}βˆ‘^{10}_{i=1}(x_i-\overline{x})^2=2,}
then based on the values of π‘₯Μ… and 𝑠 and using Student’s 𝑑-distribution with 9 degrees of freedom, 90% confidence interval(s) for πœƒ is/are

A

(βˆ’0.8746, ∞)

B

(βˆ’0.8746, 0.8746)

C

βˆ’1.1587, 1.1587)

D

(βˆ’βˆž, 0.8746)

Answer

(βˆ’0.8746, ∞)

Explanation

Solution

The correct options are: A, C and D