Home of www.mathoninfo.net or The Mart or Commercial PagesStatistics 101Displaying Quantitative DataSolution to Problem 1

 

 

Solution to Problem 1: Displaying Quantitative Data

To transfer the data in the Table of Prices of Books Sold via an Amazon.com Associate in December 2005, found on the web page Statistics101DisplayingQuantitativeData to a Minitab worksheet, we first highlight all of the entries in the first column of the table.

Next we right click the highlighted column to obtain a menu.

We click "Copy." As the table column has a title and 174 entries, in Minitab's worksheet we highlight all of the cells under C1 down to row 174. We have:

We right click the highlighted column in the worksheet to obtain a menu.

We click "Paste Cells" in the menu to obtain a dialog box with two radio buttons. We click that radio button next to "Paste as a single column" and click the OK button to obtain:

By following the same procedure for the second column, we have both of the table columns transferred to a Minitab worksheet.

With data transferred, we follow the procedure set forth in Dot Plot Construction Using Minitab Release 13 to obtain the dot plot for Problem 1.

To obtain the leaf-and-stem display for Problem 1, we follow the procedure set forth in Stem-and-Leaf Construction Using Minitab Release 13.

Note that because of the heavy concentration of prices between $10.00 and $20.00 and the wide range of prices (from $0.49 to $127.50), the stem-and-leaf display comes far short of depicting all of the data. Nonetheless, the middle-two data value entries are ascertainable, to the nearest dollar; the first of which is (116-(38-20))/2 = 49 (or, alternatively, 174/2 - 38 = 49) leafs to the right of stem 1.

To construct a frequency histogram with 10 intervals and with x-axis values at the midpoints of the intervals, we follow the procedure found on Histogram Construction Using Minitab Release 13, save that in the Histogram Options dialog box, we make the following selections:

In the "Midpoint/cutpoint positions" box, 6.5 specifies the first midpoint, 123.5 specifies the last midpoint, and 13 specifies the distance between midpoints (or equivalently, the width of each bar of the histogram). These values follow quickly from the following observations: (a) The price of the least expensive book is a bit more than $0 and the price of the most expensive book is a bit less than $130. (b) This gives us a range of $130 - $0 = $130. (c) If there are to be ten intervals, each must have a width of 130/10 = 13. (d) As we have required x-axis values to be the midpoints of the bar intervals, the midpoint of the first interval is 13/2 = 6.5 and the midpoint of the last interval is 130 - 6.5 = 123.5.

By clicking the OK button in this dialog box and by following the remaining steps found on Histogram Construction Using Minitab Release 13, we have the following frequency histogram.

Note that the label of the vertical scale has been changed from Frequency to Unit Sales, as this is the commonly used business term for this type of frequency.

The four relative frequency histograms with 5, 10, 13, and 26 intervals and with x-axis values at the end points of the intervals follow rather straight forwardly. We provide the Histogram Options dialog box for the first.

The four relative frequency histograms appear below.

 

 

 

The cumulative relative frequency histogram with 26 intervals and with x-axis values at the end points of the intervals (to the extent that they are shown) appears below.

Note that with a larger number of intervals, the histogram of a larger data set has a more curved appearance.

 

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