Consider the following hypothesis test:
H 0: 50
H a: > 50
A sample of 70 is used and the population standard deviation is 6. Use the critical value approach to state your conclusion for each of the following sample results. Use = .05.
a. With = 52.5, what is the value of the test
statistic (to 2 decimals)?
Can it be concluded that the population mean is greater than
50?
SelectYesNoItem 2
b. With = 51, what is the value of the test statistic
(to 2 decimals)?
Can it be concluded that the population mean is greater than
50?
SelectYesNoItem 4
c. With = 51.8, what is the value of the test
statistic (to 2 decimals)?
Can it be concluded that the population mean is greater than
50?
Yes No
Solution :
Given that,
= 50
= 6
n = 70
(a)
= 52.5
Test statistic = z
= ( - ) / / n
= (52.5 - 50) / 6 / 70
z = 3.49
This is the right tailed test .
= 0.05
Z = Z0.05 = 1.65
Critical value = 1.65
Test statistic > crtitical value
Reject the null hypothesis .
It can be concluded that the population mean is greater than 50 .
Yes .
(b)
= 51
Test statistic = z
= ( - ) / / n
= (51 - 50) / 6 / 70
z = 1.39
This is the right tailed test .
= 0.05
Z = Z0.05 = 1.65
Critical value = 1.65
Test statistic < crtitical value
Fail to reject the null hypothesis .
It can not be concluded that the population mean is greater than 51 .
No
(c)
= 51.8
Test statistic = z
= ( - ) / / n
= (51.8 - 50) / 6 / 70
z = 2.51
This is the right tailed test .
= 0.05
Z = Z0.05 = 1.65
Critical value = 1.65
Test statistic > crtitical value
Reject the null hypothesis .
It can be concluded that the population mean is greater than 51.8
Yes .
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