In: Statistics and Probability
9)
According to a census that was conducted five years ago, the
mean annual household salary in the city of Townsburg was $40,084.
The mayor of Townsburg believes that there has been an economic
upturn in the city since then. He appoints a team to test for
evidence that the mean annual household salary in Townsburg has
increased. The teams surveys a sample of 41 households. The sample
has a mean annual salary of $40,862 with a standard deviation of
$2688.
Test for evidence that the mean annual household salary in
Townsburg has increased during the last five years. Use a level of
significance of α = 0.05.
p = 0.0356
We do not reject the null hypothesis. There is not sufficient
evidence at the 5% level of significance to suggest that the mean
annual household salary in Townsburg has increased in the last five
years.
p = 0.0712
We do not reject the null hypothesis. There is not sufficient
evidence at the 5% level of significance to suggest that the mean
annual household salary in Townsburg has increased in the last five
years.
p = 0.0712
We reject the null hypothesis. There is sufficient evidence at the
5% level of significance to suggest that the mean annual household
salary in Townsburg has increased in the last five years.
p = 0.0356
We reject the null hypothesis. There is sufficient evidence at the
5% level of significance to suggest that the mean annual household
salary in Townsburg has increased in the last five years.
p = 0.0319
We reject the null hypothesis. There is sufficient evidence at the
5% level of significance to suggest that the mean annual household
salary in Townsburg has increased in the last five years.
p = 0.0319
We do not reject the null hypothesis. There is not sufficient
evidence at the 5% level of significance to suggest that the mean
annual household salary in Townsburg has increased in the last five
years.
10)
A company produces ball bearings which have a mean diameter of
7.33 mm. After replacing some parts in their production line, the
lead engineer wants to check to see if there has been a change in
the diameters of the ball bearings being produced. A sample of 38
ball bearings is checked, resulting in a sample mean diameter of
7.27 mm with a sample standard deviation of 0.17 mm.
Test for evidence that there has been a change (in either
direction) in the mean diameter of the ball bearings. Use a level
of significance of α = 0.05.
p = 0.0180
We reject the null hypothesis. There is sufficient evidence at the
5% level of significance to suggest that their has been a change in
the mean diameter of the ball bearings.
p = 0.0148
We reject the null hypothesis. There is sufficient evidence at the
5% level of significance to suggest that their has been a change in
the mean diameter of the ball bearings.
p = 0.0360
We do not reject the null hypothesis. There is not sufficient
evidence at the 5% level of significance to suggest that their has
been a change in the mean diameter of the ball bearings.
p = 0.0148
We do not reject the null hypothesis. There is not sufficient
evidence at the 5% level of significance to suggest that their has
been a change in the mean diameter of the ball bearings.
p = 0.0360
We reject the null hypothesis. There is sufficient evidence at the
5% level of significance to suggest that their has been a change in
the mean diameter of the ball bearings.
p = 0.0180
We do not reject the null hypothesis. There is not sufficient
evidence at the 5% level of significance to suggest that their has
been a change in the mean diameter of the ball bearings.
9.
One sample t test using Minitab:
This is Right tailed test :
Click Stat > Basic Statistics > 1-Sample t... on the top menu, as shown below:
You will be presented with the following 1-Sample t (Test and Confidence Interval) dialogue box:
Click the OK button. The output that Minitab produces is shown below.
Correct Option is
p = 0.0356
We do not reject the null hypothesis. There is not sufficient
evidence at the 5% level of significance to suggest that the mean
annual household salary in Townsburg has increased in the last five
years.
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