In: Statistics and Probability
Please show your work
9.2.6
The British Department of Transportation studied to see if people avoid driving on Friday the 13th. They did a traffic count on a Friday and then again on a Friday the 13th at the same two locations ("Friday the 13th," 2013). The data for each location on the two different dates is in table #9.2.6. Estimate the mean difference in traffic count between the 6th and the 13th using a 90% level.
Table #9.2.6: Traffic Count
Dates |
6th |
13th |
1990, July |
139246 |
138548 |
1990, July |
134012 |
132908 |
1991, September |
137055 |
136018 |
1991, September |
133732 |
131843 |
1991, December |
123552 |
121641 |
1991, December |
121139 |
118723 |
1992, March |
128293 |
125532 |
1992, March |
124631 |
120249 |
1992, November |
124609 |
122770 |
1992, November |
117584 |
117263 |
Sol:
Using SPSS,
The difference in the mean may be estimated and tested at 90% level using a paired t test, since the observations on the 2 days are depenedent ( Since obtained from the same location ).
Conducting a paired t teast using these data yields the following results:
The mean difference estimated at 90% level has the value
The sample mean of difference is the mean of the difference in the paired value in each sample observation = 1835.8
The sample standard deviation of differences sd = 1176.01
Level of significance ? used for this test = 0.10
Degrees of freedom for the sample of differences (dfd) = No. of paired observations - 1
= 10 - 1 = 9
t - score associated with critical value (tc)
= t = Sample mean of difference / [Its standard deviation / sqrt ( No. of paired observations)]
t = 4.936
The estimated mean difference Error bound = Confidence interval for actual mean difference
Substituting the lower and upper bounds, we obtain the error bound as 681.7
Confidence interval of the mean difference ?d :
1154.1 < < 2517.5
The correct description would be
We estimate with 90% confidence that the true mean difference in traffic counts between
Friday the 6th and Friday the 13th is between 1154.1 and 2517.5.