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The mean and standard deviation are used when the distribution is symmetric. The five-number summary is used if the data is skewed.
Graph:
Shape of the Distribution: Positively skewed
Five-Number Summary:
minX =& 70
Q_1 =& 120
Med =& 170
Q_3 =& 250
maxX =& 400
Explanation: See solution.
We are given the prices of a random sample of athletic shoes.
| Price (dollars) | ||||
|---|---|---|---|---|
| 70 | 300 | 400 | 250 | 250 |
| 150 | 120 | 250 | 100 | 70 |
| 150 | 160 | 200 | 170 | 300 |
Let's use a graphing calculator to make a box-and-whisker plot of the data. We will start by organizing the data in a list. Press STAT, choose Edit,
and enter all of the data into the first list.
STAT PLOT.Then, we will choose one of the plots in the list, turn the plot ON, and choose the type to be a box-and-whisker plot.
We will have to change the viewing window settings in order to see the plot. This can be done by pressing WINDOW and entering the new window settings.
Finally, we push GRAPH to draw the box-and-whisker plot.
We can see that the data to the right of the median are distributed over a wider range than the data to the left. Therefore, the distribution is positively skewed.
We are asked to describe the center and spread of the data. In order to do so, we first will determine how skewed the distribution is.
Since we found in Part A that the data distribution is positively skewed, we will use the five-number summary.
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Five Number Summary |
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The three quartiles, along with the minimum and maximum values, are called a five-number summary of a data set. |
We found the five-number summary of this data set. minX =& 70 &(Minimum value) Q_1 =& 120 &(Lower quartile) Med =& 170 &(Median) Q_3 =& 250 &(Upper quartile) maxX =& 400 &(Maximum value) The five-number summary of the data tells us the following about the prices of the athletic shoes.