Mean Deviation is a measure of dispersion that indicates the average distance of the data values from a central value, usually the mean or the median.
Example 1: Find the mean deviation of the following data: 7, 5, 1, 3, 6, 4, 10.
Solution:
For Finding the mean deviation,
First, calculate the mean value of the given data
Mean = Sum of all the observations / Number of observations
= \frac{7 \ + \ 5 \ + \ 1 \ + \ 3 \ + \ 6 \ + \ 4 \ + \ 9}{7} Mean = 5.14 ≅ 5
Now finding the absolute deviation.
Given Value
Absolute Deviation of Mean
7
|7 - 5| = |2| = 2
5
|5 - 5| = |0| = 0
1
|1 - 5| = |-4| = 4
3
|3 - 5| = |-2| = 2
6
|6 - 5| = |1| = 1
4
|4 - 5| = |-1| = 1
10
|10 - 5| = |5| = 5
Further the mean of Absolute Values
= 2, 0, 4, 2, 1, 1, 5
Mean
= \frac{2 \ + \ 0 \ + \ 4 \ + \ 2 \ + \ 1 \ + \ 1 \ + \ 5}{7} Mean Deviation = 2.14
Therefore,
Mean deviation for 7, 5, 1, 3, 6, 4, 10 is 2.14
Example 2: Find the mean deviation of the following data: 11, 9, 7, 3, 2, 8, 10, 12, 15, 13.
Solution:
For Finding the mean deviation,
First, calculate the mean value of the given data
Mean =
= \frac{11 \ + \ 9\ + \ 7 \ + \ 3 \ + \ 2 \ + \ 8 \ + \ 10 \ + \ 12 \ + \ 15 \ + \ 13}{10} Mean = 9
Now finding the absolute deviation.
Given Value
Absolute Deviation of Mean
11
|11 - 9| = |2| = 2
9
|9 - 9| = |0| = 0
7
|7 - 9| = |-2| = 2
3
|3 - 9| = |-6| = 6
2
|2 - 9| = |-7| = 7
8
|8 - 9| = |-1| = 1
10
|10 - 9| = |1| = 1
12
|12 - 9| = |3| = 3
15
|15 - 9| = |6| = 6
13
|13 - 9| = |4| = 4
Further find the mean of these values obtained are 2, 0, 2, 6, 7, 1, 1, 3, 6, 4.
Mean Deviation ⇒
\frac{2 \ + \ 0 \ + \ 2 \ + \ 6 \ + \ 7 \ + \ 1 \ + \ 1 \ + \ 3 \ + \ 6 \ + \ 4 }{10}\\=\frac{32}{10} ⇒ Mean = 3.2
Therefore, Mean deviation for 11, 9, 7, 3, 2, 8, 10, 12, 15, 13 is 3.2.
Example 3: Find the mean deviation of the following data table:
Class Interval | Frequency |
|---|---|
5-15 | 8 |
15-25 | 12 |
25-35 | 6 |
35-45 | 4 |
Solution:
The mean of the following data is,
Class Interval
Frequency(fi)
Mid Point(xi)
fixi
5-15
8
10
80
15-25
12
20
240
25-35
6
30
180
35-45
4
40
160
∑fi = 30
∑fixi = 660
x̄ = ∑fixi / ∑fi = 660/30 = 22
Class Interval
Frequency(fi)
Mid Point(xi)
|xi - x̄|
5-15
8
10
12
15-25
12
20
2
25-35
6
30
8
35-45
4
40
18
∑fi = 30
∑|xi - x̄| = 40
Mean Deviation = 40/30 = 1.33