In: Statistics and Probability
Please answer the following questions:
Check all outliers of this data of book
costs(dollars).
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In the following data set of candy bag weights(lbs), determine
the z-score of 20.
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z-score = | |
[three decimal places] |
A distribution of book costs(dollars) has the following 5-number
summary. What percentage of data is between 51 and 65 ?
25 | 51 | 65 | 93 | 118 |
Min | Q1 | Median | Q3 | Max |
Percentage is | % |
[do no include the % sign] |
Following is the ordered data set:
S.No. | X |
1 | 6 |
2 | 18 |
3 | 19 |
4 | 21 |
5 | 30 |
6 | 38 |
7 | 49 |
8 | 53 |
9 | 54 |
10 | 75 |
11 | 95 |
12 | 143 |
Since there are 12 data values so first half of data set will have 6 data values. That is first quartile will be average of 3rd and 4th data values. So,
Since there are 12 data values so second half of data set will have 6 data values. That is third quartile will be average of 9th and 10th data values. So,
The inter quartile range will be
Lower fence:
Upper fence:
Since data value 143 is not between the fences -46.75 and 130.75 so it is an outlier.
Hence, the outlier is 143.
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To find z-score first we need to find the mean and standard deviation of data. Following is the output of descriptive statistics:
The z-score for X = 20 is
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Since 51 is first quartile and 65 is median so 25% data values lie between 51 and 65.
Hence, required percentage is 25%.