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Standard V
Mathematics
Impact of Outliers in calculating Mean, Median and Mode
Following is ...
Question
Following is the data set for the number of states visited by students:
Number of States Visited by Students
31
12
0
11
13
7
4
2
Find the difference between the mean with outlier and the mean without outlier.
3
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Solution
The correct option is
A
3
In the following data set, most of the students visited the number of states in-between
0
to
13
.
But one student visited
31
states, which is the outlier for the data below.
Number of States Visited by Students
0
2
4
7
11
12
13
31
Mean with outlier
Sum of dataset with outlier
=
80
Number of dataset
=
8
∴
Mean without outlier
=
80
8
=
10
Given dataset without outlier:
Number of States Visited by Students
0
2
4
7
11
12
13
Mean without outlier
Sum of dataset without outlier
=
49
Number of dataset
=
7
∴
Mean without outlier
=
49
7
=
7
So, we get
∙
mean with outlier=
10
∙
mean without outlier=
7
Note:
An outlier skews the value of the mean.
⇒
Mean with outlier
−
Mean without outlier
=
10
−
7
=
3
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