In: Statistics and Probability
In a study of exhaust emissions from school buses, the pollution intake by passengers was determined for a sample of nine school buses used in the Southern California Air Basin. The pollution intake is the amount of exhaust emissions, in grams per person, that would be inhaled while traveling on the bus during its usual 18-mile trip on congested freeways from South Central LA to a magnet school in West LA. Here are the amounts for the nine buses when driven with the windows open.
1.15 0.33 0.40 0.33 1.39 0.38 0.25 0.40 0.35
(a) Consider making a stemplot. Are there outliers or strong skewness that would preclude use of the t procedures?
The sample is small and the stemplot is left skewed with possible outliers, so use of t procedures is not appropriate.The distribution is symmetric so use of t procedures is appropriate. The sample is small and the stemplot is right skewed with possible outliers, so use of t procedures is not appropriate.The distribution has a slight right skew, but no potential outliers, so the use of t procedures is still appropriate.
(b) A good way to judge the effect of outliers is to do your
analysis twice, once with the outliers and a second time without
them. Give a 90% confidence interval, with all the data, for the
mean pollution intake among all school buses used in the Southern
California Air Basin that travel the route investigated in the
study.
to
Give a 90% confidence interval with the outliers removed.
to
(c) Compare the two intervals in part (b). What is the most
important effect of removing the outliers?
Without the outliers, there is a larger margin of error.Without the outliers, there is a smaller margin of error.
Part b.1
Thus, the 90% confidence interval for the mean pollution intake among all school buses with outliers lies between 0.2990 and 0.7990.
Thus, the 90% confidence interval for the mean pollution intake among all school buses without outliers lies between 0.3098 and 0.3873.
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