The federal government would like to test the hypothesis that the standard deviation for the age of men filing for Social Security is higher than the standard deviation for the age of women. The following table summarizes sample statistics from each population.
Women |
Men |
|
Sample standard deviation |
2.6 years |
3.3 years |
Sample size |
24 |
20 |
Using
alpha?equals=?0.10,
what is the critical value for this hypothesis? test?
A.
Since the test statistic is less than the? critical? value, we eject the null hypothesis and cannot conclude that the standard deviation for the age of men filing is higher than the standard deviation for the age of womens.
B.
Since the test statistic is more than the? critical? value, we reject the null hypothesis and cannot conclude that the standard deviation for the age of men filing is higher than the standard deviation for the age of womens.
C.
Since the test statistic is more than the? critical? value, we fail to reject the null hypothesis and cannot conclude that the standard deviation for the age of men filing is higher than the standard deviation for the age of womens.
D.
Since the test statistic is less than the? critical? value, we fail to reject the null hypothesis and cannot conclude that the standard deviation for the age of men filing is higher than the standard deviation for the age of womens.
H0: Null Hypothesis:
HA: Alternative Hypothesis
Degrees of freedom:
1 = n1- 1 = 20 - 1 = 19
2 = n2 - 1 = 24 - 1 = 23
= 0.10
From Table, critical value of F = 1.7525
So,
Answers to questions asked:
(a) Critical value fot this hypothesis test: Fc = 1.7525
(b)
Correct option:
D. Since the test statistic is less than the critical value, we fail to reject the null hypothesis and cannot conclude that the standard deviation for the age of men filing is higher than the stadard deviation for the age of women.
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