STANDARD DEVIATION FOR GROUPED DATA

Standard Deviation for Discrete Frequency Distribution

Mean Method :

Assumed Mean Method :

Let x1, x2, x3, ...........xn be the observations in the given data with frequencies f1, f2,f3, .......fn respectively. Let x bar be their mean and A be the assumed mean.

Standard Deviation for Continuous Frequency Distribution

Mean Method :

where xi = Middle value of the ith class.

fi = Frequency of the ith class

Step Deviation Method : 

To make the calculation simple, we provide the following formula. Let A be the assumed mean, xi be the middle value of the ith class and c is the width of the class interval.

Standard Deviation Calculator

Example 1 :

The rainfall recorded in various places of five districts in a week are given below.

Solution :

x


45

50

55

60

65

70

d =x-A

d=x-55

-10

-5

0

5

10

15

f


5

13

4

9

5

4

d2


100

25

0

25

100

225

fd2


500

325

0

225

500

900

fd


-50

-65

0

45

50

60

Σf  =  N  =  40

Σfd =  2450

(Σfd2/N)  =  (2450/40)  

Σfd  =  40

(Σfd/N)2  =  (40/40)=  1

σ  =  √(245/4) - 1

σ  =  √(245-4)/4

σ  =  √(241/4)

σ  =  √60.25

σ  =  7.76

Example 2 :

In a study about viral fever, the number of people affected in a town were noted as

Find its standard deviation.

Solution :

x


5

15

25

35

45

55

65

d =x-A

d=(x-35)/5

-6

-4

-2

0

2

4

6

f


3

5

16

18

12

7

4

d2


36

16

4

0

4

16

36

fd2


108

80

64

0

48

112

144

fd


-18

-20

-32

0

24

28

24

Σf  =  N  =  65

Σfd =  556

(Σfd2/N)  =  (556/65)   =  8.55

Σfd  =  6  =  Σfd/N  =  6/65  =  0.09

σ  =  √(8.55 - 0.09) ⋅ 5

σ  =  (√8.46) ⋅ 5

σ  =  (2.91) ⋅ 5

σ  =  14.55

The standard deviation is approximately 14.6. 

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