1. The following information is provided based on independent random samples tak
ID: 357730 • Letter: 1
Question
1. The following information is provided based on independent random samples taken at two local malls to study the purchases by patrons of the two malls. WestGate EastGate Sample Size 70 85 Average Purchase $140 $146 Standard Deviation (s) $20 $24 We want to determine whether or not there is a significant difference between the average purchases by the patrons of the two malls. (16 Points) a) Formulate the null and alternative hypotheses (4 Points) b) Compute the relevant test statistic (7 Points) c) At a .05 level of significance, test the hypotheses. Interpret your result. (5 Points)Explanation / Answer
Here, answer: a) H0: u1 = u2 against Ha: u1 is not equal to u2
i.e, u1 - u2 = 0 against Ha: u1 - u2 is not equal to 0.
Average purchases, X1 = $140
X2 = $146
Standard deviation, S1 = $20
S2 = $24
Sample size, n1 = 70
n2 = 85
Answer:b) test statistics = (x1 - x2) - (u1 - u2) ÷ under root of [(square of S1) / n1] + [(square of S2) /n2]
i.e, = ($140 - $146) - 0 / under root of [(400/70) + (576/85)]
= - 6 / under root of (5.71 + 6.78)
= - 6 / under root of 12.49
= - 6 / 3.53
= - 1.6997
Answer:c) confidence interval = ($140 - $146) +or- 0.05* under root of (5.71 + 6.78)
= ( - 21.0035, - 21.3565)
Fails to reject null hypothesis.
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