The variance of a set of observations is defined as the mean of the square of deviations of all the observations from their mean.
Ungrouped formula
Variance = (∑x/n)-(∑x/n)
Frequency Distribution ( grouped )
Variance = (∑ƒx/∑ƒ) – (∑ƒx/∑ƒ)
And the standard deviation or S.D is the square root of the variance
Example: find the variance and S.D of the following set of numbers
1, 3,1,3,4
x | x |
1 | 1 |
3 | 9 |
1 | 1 |
3 | 9 |
4 | 16 |
∑x =12 | ∑x = 36 |
Variance= (∑x/n)-(∑x/n)
Variance=(36/5)-(12/5)
Variance=1.44
SD= under root of 1.44
SD=1.2
Example for frequency distribution
Class limits (in miles) | No of employees | X | fx | fx (fx square) |
1 – 3 | 10 | 2 | 20 | 400 |
4 – 6 | 14 | 5 | 70 | 4900 |
7 – 9 | 10 | 8 | 80 | 6400 |
10 – 12 | 6 | 11 | 66 | 4356 |
13 – 15 | 5 | 14 | 70 | 4900 |
16 – 18 | 5 | 17 | 85 | 7225 |
∑F=50 | ∑fx=391 | ∑fx=28181 |
Variance = (∑ƒx/∑ƒ) – (∑ƒx/∑ƒ)
Variance=(28181/50)-(391/50)
Variance= 502.47
SD=under root of 502.47
SD=22.42
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