From the data given below state which group is more variable, A or B?
Marks 10-20 20-30 30-40 40-50 50-60 60-70 70-80
Group A 9 17 32 33 40 10 9
Group B 10 20 30 25 43 15 7
Solution:
Standard deviation of Group A is calculated as follows
Marks | Group A fi | Mid-point xi | yi = (xi - 45)/10 | yi² | fiyi | fiyi² |
10 - 20 | 9 | 15 | - 3 | 9 | - 27 | 81 |
20 - 30 | 17 | 25 | - 2 | 4 | - 34 | 68 |
30 - 40 | 32 | 35 | - 1 | 1 | - 32 | 32 |
40 - 50 | 33 | 45 | 0 | 0 | 0 | 0 |
50 - 60 | 40 | 55 | 1 | 1 | 40 | 40 |
60 - 70 | 10 | 65 | 2 | 4 | 20 | 40 |
70 - 80 | 9 | 75 | 3 | 9 | 27 | 81 |
150 | - 6 | 342 |
Here,
N = 150, h = 10, A = 45
Mean,
x = A + [∑7i = 1 fiyi] / N × h
= 45 + (- 6) / 150 × 10
= 45 - 0.4
= 44.6
(σ 2) = h2/N2 [N ∑7i = 1(fiyi)2 - (∑7i = 1fiyi)2]
= (100)/(22500) [150 × 343 - (- 6)²]
= (1)/(225) × 51264
= 227.84
Standard deviation,
(σ) = √ 227.84
= 15.09
Standard deviation of Group B is calculated as follows.
Marks |
Group B fi |
Mid-point xi |
yi = (xi - 45)/10 |
yi² |
fiyi |
fiyi² |
10 - 20 |
10 |
15 |
- 3 |
9 |
- 30 |
90 |
20 - 30 |
20 |
25 |
- 2 |
4 |
- 40 |
80 |
30 - 40 |
30 |
35 |
- 1 |
1 |
- 30 |
30 |
40 - 50 |
25 |
45 |
0 |
0 |
0 |
0 |
50 - 60 |
43 |
55 |
1 |
1 |
43 |
43 |
60 - 70 |
15 |
65 |
2 |
4 |
30 |
60 |
70 - 80 |
7 |
75 |
3 |
9 |
21 |
63 |
|
150 |
|
|
|
- 6 |
366 |
Mean,
x = A + [∑7i = 1 fiyi]/N × h
= 45 + (- 6)/150 × 10
= 45 - 0.4
= 44.6
Variance,
(σ 2) = h2/N2 [N ∑7i = 1(fiyi)2 - (∑7i = 1fiyi)2]
= (100)/(22500) [150 × 366 - (- 6)²]
= (1)/(225) × 54864
= 243.84
Standard deviation,
(σ) = √ 243.84
= 15.61
Since the mean of both the groups is the same, the group with a greater standard deviation will be more variable.
Thus, group B has more variability in the marks
NCERT Solutions Class 11 Maths Chapter 15 Exercise 15.3 Question 1
From the data given below state which group is more variable, A or B?
Summary:
From the given data, we have observed that group B has more variability in marks
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