In: Statistics and Probability
Use the accompanying data set to complete the following actions.
a. Find the quartiles.
b. Find the interquartile range.
c. Identify any outliers.
61 64 63 58 59 58 64 63 60 55 64 59 56 57 7961 64 63 58 59 58 64 63 60 55 64 59 56 57 79
a. Find the quartiles.
The first quartile, Q1 is ?
The second quartile, Q 2 is?
The third quartile, Q 3 is?
( a )
The first quartile (or lower quartile or 25th percentile) is the median of the bottom half of the numbers. So, to find the first quartile, we need to place the numbers in value order and find the bottom half.
55 55 56 56 57 57 58 58 58 58 59 59 59 59 60 60 61 61 63 63 63 63 64 64 64 64 64 64 79 79
So, the bottom half is
55 55 56 56 57 57 58 58 58 58 59 59 59 59 60
The first quartile of the data set is 58.
Second quartile,
The median is the middle number in a sorted list of numbers. So, to find the median, we need to place the numbers in value order and find the middle number.
Ordering the data from least to greatest, we get:
55 55 56 56 57 57 58 58 58 58 59 59 59 59 60 60 61 61 63 63 63 63 64 64 64 64 64 64 79 79
As you can see, we do not have just one middle number but we have a pair of middle numbers, so the median is the average of these two numbers:
Median = ( 60+60 ) / 2 = 60
The Second quartile ( median ) of the data set is 60.
The third quartile (or upper quartile or 75th percentile) is the median of the upper half of the numbers. So, to find the third quartile, we need to place the numbers in value order and find the upper half.
55 55 56 56 57 57 58 58 58 58 59 59 59 59 60 60 61 61 63 63 63 63 64 64 64 64 64 64 79 79
So, the upper half is
60 61 61 63 63 63 63 64 64 64 64 64 64 79 79
The third quartile of the data set is 64.
( b )
The interquartile range is the difference between the third and first quartiles.
The third quartile is 64.
The first quartile is 58.
The interquartile range = 64 - 58 = 6.
( C ) Outliers :
lower fence = Q1 - 1.5 ( IQR )
= 58 - 1.5 ( 6 )
= 49
UPPER FENCE = Q3 + 1.5 ( IQR )
= 64 + 1.5 ( 6 )
= 73
Therefore,
79 ,79 are outliers