In: Statistics and Probability
The table below shows the distribution of dietary vitamin-A
intake as reported by 14 students who filled out a dietary
questionnaire in class.
The total intake is a combination of intake from individual food
items and vitamin pills. The units are IU/100 (International
Units/100)
Student Number | Intake (IU/100) | Student Number | Intake (IU/100) |
---|---|---|---|
1 | 38 | 8 | 46 |
2 | 22 | 9 | 31 |
3 | 22 | 10 | 11 |
4 | 94 | 11 | 42 |
5 | 18 | 12 | 35 |
6 | 45 | 13 | 55 |
7 | 103 | 14 | 82 |
a. Calculate the mean, median, mode for these data
b. Calculate the range and inter-quartile range for these
data
c. Construct a stem-and-leaf plot using this data. Describe the
shape of the distribution
d. Construct a box-plot for these data. Are there any outliers? If
your answer is yes, identify the outliers.
a) Mean :
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Median : Median is the middle value of the data, it is arranged in ascending / descending order.
11,18,22,22,31,35,38,42,45,46, 55, 82, 94, 103
So here median is average of 38 and 42.
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Mode : Mode is the most repeated value in the data.
Here 22 is most repeated value. So mode = 22 .
b) Range : Maximum value - minimum value = 103 - 11 = 92
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Inter-Quartile range = Q3 - Q1
Q1 = Median of the data below median .
Here data below median : 11,18,22,22,31,35,38
So here Q1 = 22
Q3 = Median of the data above median .
Here data below median : 42,45,46, 55, 82, 94, 103
So here Q3 = 55
Hence the interquartile range = Q3 -Q1 = 55 - 22 = 33
c) Stem -and - leaf plot :
1 | 1, 8
2 | 2, 2
3 | 1, 5, 8
4 | 2, 5, 6
5 | 5
6 |
7 |
8 | 2
9 | 4
10 |3
Here we can see that shape of distribution is right skewed.
d) Box plot :
Here no outlier found.