Median :
The median divides an ordered data set into two halves, and these halves are divided in half again by the quartiles.
Lower quartile :
The middle value of the lower half is called lower quartile. One quarter, or 25% of the data have values less than or equal to lower quartile.75% of the data values greater than or equal to the lower quartile.
Upper quartile :
The middle value of the upper half is called the upper quartile. One quarter or 25% of the data have values greater than or equal to the upper quartile. 75% of the data values have less than or equal to the upper quartile.
Interquartile range :
The interquartile range is the range of the middle half (50%) of the data.
interquartile range = upper quartile - lower quartile
The data set is thus divided into quarters by the
lower quartile (Q1),
the median (Q2),
and the upper quartile (Q3).
So, the interquartile range,
IQR = Q3 - Q1
For each of the following data sets, make sure the data is ordered and then find :
i) the median
ii) the upper and lower quartiles
iii) the range
iv) the interquartile range.
Example 1 :
5, 6, 6, 6, 7, 7, 7, 8, 8, 8, 8, 9, 9, 9, 9, 9, 10, 10, 11, 11, 11, 12, 12
Solution :
5, 6, 6, 6, 7, 7, 7, 8, 8, 8, 8, 9, 9, 9, 9, 9, 10, 10, 11, 11, 11, 12, 12
(i) The given data is already arranged.
Number of data values = 23
Median(Q2) = (23+1)/2 th value
= 12th value
Median = 9
(ii)
By ignoring the median, we will divide the entire data set into two parts.
Lower quartile :
5, 6, 6, 6, 7, 7, 7, 8, 8, 8, 8,
Middle value of lower half = 7
Lower quartile(Q1) = 7
Upper quartile :
9, 9, 9, 9, 10, 10, 11, 11, 11, 12, 12
Middle value of upper half = 10
Upper quartile(Q3) = 10
(iii) Range = Large value - small value
= 12-5
= 7
So, range is 7.
(iv) Interquartile range :
IQR = 10-7
IQR = 3
Example 2 :
11, 13, 16, 13, 25, 19, 20, 19, 19, 16, 17, 21, 22, 18, 19, 17, 23, 15
Solution :
By arranging the data values from least to greatest.
11, 13, 13, 15, 16, 16, 17, 17, 18, 19, 19, 19, 19, 20, 21, 22, 23, 25
(i) Number of data values = 18
Median = (9th value + 10th value)/2
= (18+19)/2
= 18.5
Median(Q2) = 18.5
Note :
Since we don't find median value in the given data set, we divide the data set into two parts without ignoring the median.
(ii)
Lower :
11, 13, 13, 15, 16, 16, 17, 17, 18
Middle value of lower half = 16
Lower quartile(Q1) = 16
Upper :
19, 19, 19, 19, 20, 21, 22, 23, 25
Middle value of upper half = 20
Upper quartile(Q3) = 20
(iii) Range
Range = Large value - small value
= 25-11
= 14
So, range is 14.
(iv) Interquartile range :
IQR = 20-16
IQR = 4
Example 3 :
23.8, 24.4, 25.5, 25.5, 26.6, 26.9, 27, 27.3, 28.1, 28.4, 31.5
Solution :
It is already arranged.
23.8, 24.4, 25.5, 25.5, 26.6, 26.9, 27, 27.3, 28.1, 28.4, 31.5
(i) Number of data values = 11
Median = (11+1)/2
= 6th value
Median(Q2) = 26.9
(ii)
Lower :
23.8, 24.4, 25.5, 25.5, 26.6
Middle value of lower half = 25.5
Lower quartile(Q1) = 25.5
Upper :
27, 27.3, 28.1, 28.4, 31.5
Middle value of upper half = 28.1
Upper quartile(Q3) = 28.1
(iii) Range :
= Large value - small value
= 31.5 - 23.8
= 7.7
So, range is 7.7.
(iv) Interquartile range :
IQR = 28.1-25.5
IQR = 2.6
Example 4 :
The time spent( in minutes) by 24 people in a queue at a supermarket, waiting to be served at the checkout, has been recorded as follows.
1.4 5.2 2.4 2.8 3.4 3.8 2.2 1.5
0.8 0.8 3.9 2.3 4.5 1.4 0.5 0.1
1.6 4.8 1.9 0.2 3.6 5.2 2.7 3.0
a) Find the median time and the upper and lower quartiles
b) Find the range and interquartile range of the waiting time.
c) Copy and complete the following statements
i) 50% of the waiting times were greater than ______ minutes.
ii) 75% of the waiting times were less than ______ minutes.
Solution :
a) Arrange from least to greatest,
0.1 0.2 0.5 0.8 0.8 1.4 1.4 1.5
1.6 1.9 2.2 2.3 2.4 2.7 2.8 3.0
3.4 3.6 3.8 3.9 4.5 4.8 5.2 5.2
Total number of terms = 24
Median = [(N/2)th term + (N/2) + 1th term]/2
= (12th term + 13th term)/2
= (2.3 + 2.4)/2
= 4.7/2
= 2.35
So, the median is 2.35.
b) Range = 5.1
Interquartile range = 2.3
i) 50% of the waiting times were greater than 2.35 minutes.
ii) 75% of the waiting times were less than 3.7 minutes.
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