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Published on: 31/05/2021
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1.
A school conducted an intelligence test for the students and the winner of the test was to be awarded with a cash prize of Rs. 5000.
The scores of 48 children in an intelligence test are shown in the following frequency table.
| Score | Frequency | Score | Frequency |
| 71 | 4 | 97 | 4 |
| 76 | 3 | 101 | 3 |
| 79 | 4 | 103 | 3 |
| 83 | 5 | 107 | 3 |
| 86 | 6 | 110 | 2 |
| 89 | 5 | 114 | 2 |
| 90 | 4 |
What value is shown in this question?
2.
A school conducted an intelligence test for the students and the winner of the test was to be awarded with a cash prize of Rs. 5000.
The scores of 48 children in an intelligence test are shown in the following frequency table.
| Score | Frequency | Score | Frequency |
| 71 | 4 | 97 | 4 |
| 76 | 3 | 101 | 3 |
| 79 | 4 | 103 | 3 |
| 83 | 5 | 107 | 3 |
| 86 | 6 | 110 | 2 |
| 89 | 5 | 114 | 2 |
| 90 | 4 |
Calculate the variance \({ \sigma }^{ 2 }\) and find out the percentage of children, whose scores lies between \(\overline { x } -\sigma \) and \(\overline { x } +\sigma \).
3.
An analysis of monthly wages paid to workers in two firms A and B belonging to the same industry, give the following result.
| Firm A | Firm B | |
| Number of wages earners | 586 | 648 |
| Mean of monthly wages | Rs. 5253 | Rs. 5253 |
| Variance of distribution of wages | 100 | 121 |
Which value is addressed by the firms by paying out larger wages to employees?
4.
An analysis of monthly wages paid to workers in two firms A and B belonging to the same industry, give the following result.
| Firm A | Firm B | |
| Number of wages earners | 586 | 648 |
| Mean of monthly wages | Rs. 5253 | Rs. 5253 |
| Variance of distribution of wages | 100 | 121 |
Which firm A or B, shows greater variability in individual wages?
5.
An analysis of monthly wages paid to workers in two firms A and B belonging to the same industry, give the following result.
| Firm A | Firm B | |
| Number of wages earners | 586 | 648 |
| Mean of monthly wages | Rs. 5253 | Rs. 5253 |
| Variance of distribution of wages | 100 | 121 |
Which firm A or B pays out larger amount as monthly wages?
1.
Value of encouraging more and more students to participate by announcing a cash prize is shown.
2.
Taking assumed mean, a = 90
Let us make the following table from the given data.
| xi | fi | di = xi - a | \({ d }_{ i }^{ 2 }\) | fidi | \({ { f }_{ i }d }_{ i }^{ 2 }\) |
| 71 | 4 | -19 | 361 | -76 | 1444 |
| 76 | 3 | -14 | 196 | -42 | 588 |
| 79 | 4 | -11 | 121 | -44 | 484 |
| 83 | 5 | -7 | 49 | -35 | 245 |
| 86 | 6 | -4 | 16 | -24 | 96 |
| 89 | 5 | -1 | 1 | -5 | 5 |
| 90 | 4 | 2 | 4 | 8 | 16 |
| 97 | 4 | 7 | 49 | 28 | 196 |
| 101 | 3 | 11 | 121 | 33 | 363 |
| 103 | 3 | 13 | 169 | 39 | 507 |
| 107 | 3 | 17 | 289 | 51 | 867 |
| 110 | 2 | 20 | 400 | 40 | 800 |
| 114 | 2 | 24 | 576 | 48 | 1152 |
| Total | 48 | 21 | 6763 |
Here, \(\Sigma { { f }_{ i }d }_{ i }\) = 21, \(\Sigma { f }_{ i }\) = 48, \(\Sigma { f }_{ i }{ d }_{ i }^{ 2 }\) = 6763
\(\therefore \) Mean, \(\overline { x } =90+\frac { 21 }{ 48 } \) \(\left[ \because \overline { x } =a+\frac { \Sigma { { f }_{ i }d }_{ i } }{ \Sigma { { f }_{ i } } } \right] \)
= 90 + 0.44 = 90.44
and variance, \({ \sigma }^{ 2 }\) = \(\frac { \Sigma { { f }_{ i }d }_{ i }^{ 2 } }{ \Sigma { { f }_{ i } } } \) - \({ \left( \frac { \Sigma { { f }_{ i }d }_{ i } }{ \Sigma { { f }_{ i } } } \right) }^{ 2 }\)
= \(\frac { 6763 }{ 48 } -{ \left( \frac { 21 }{ 48 } \right) }^{ 2 }\)
= 140.896 - 0.191
= 140.705 (approx)
\(\Rightarrow \sigma =\sqrt { 140.705 } =11.86\)
Now, \(\overline { x } -\sigma \) = 90.44 - 11.86
= 78.58.
and \(\overline { x } +\sigma \) = 90.44 + 11.86
= 102.30
\(\therefore \) The number of children whose scores lies between \(\overline { x } -\sigma \) and \(\overline { x } +\sigma \) i.e. between 78.50 and 102.30.
= 4 + 5 + 6 + 5 + 4 + 4 + 3 = 31
Hence, percentage of these children = \(\frac { 31 }{ 48 } \times 100\) = 64.58 (approx).
3.
For Firm A
Number of wages earners = 586
Mean of monthly wages,\(\overline { x } \) = Rs. 5253
Amount paid by firm A = Rs \(\left( 586\times 5253 \right) \) = Rs.3078258
Variance of distribution of wages = 100
\(\therefore \) Standard deviation, \(\sigma \) = \(\sqrt { variance } =\sqrt { 100 } =10\)
Coefficient of variance \(=\frac { \sigma }{ x } \times 100\)
\(=\frac { 10 }{ 5253 } \times 100=0.19\).
For Firm B
Number of wages earners = 648
Mean of monthly wages,\(\overline { x } \) = Rs. 5253
Amount paid by firm B =Rs.\(\left( 648\times 5253 \right) \) = Rs.3403944
Standard deviation \(=\sqrt { 121 } =11\)
\(\therefore \) Coefficient of variance\(=\frac { \sigma }{ x } \times 100\)\(=\frac { 10 }{ 5253 } \times 100=0.21\).
Value of motivating employees by giving financial incentives is addressed by the firm.
4.
For Firm A
Number of wages earners = 586
Mean of monthly wages,\(\overline { x } \) = Rs. 5253
Amount paid by firm A = Rs \(\left( 586\times 5253 \right) \) = Rs.3078258
Variance of distribution of wages = 100
\(\therefore \) Standard deviation, \(\sigma \) = \(\sqrt { variance } =\sqrt { 100 } =10\)
Coefficient of variance \(=\frac { \sigma }{ x } \times 100\)
\(=\frac { 10 }{ 5253 } \times 100=0.19\).
For Firm B
Number of wages earners = 648
Mean of monthly wages,\(\overline { x } \) = Rs. 5253
Amount paid by firm B =Rs.\(\left( 648\times 5253 \right) \) = Rs.3403944
Standard deviation \(=\sqrt { 121 } =11\)
\(\therefore \) Coefficient of variance\(=\frac { \sigma }{ x } \times 100\)\(=\frac { 10 }{ 5253 } \times 100=0.21\).
Coefficient of variation of wages of Firm A = 0.19
Coefficient of variation of wages of Firm B = 0.21.
5.
For Firm A
Number of wages earners = 586
Mean of monthly wages,\(\overline { x } \) = Rs. 5253
Amount paid by firm A = Rs \(\left( 586\times 5253 \right) \) = Rs.3078258
Variance of distribution of wages = 100
\(\therefore \) Standard deviation, \(\sigma \) = \(\sqrt { variance } =\sqrt { 100 } =10\)
Coefficient of variance \(=\frac { \sigma }{ x } \times 100\)
\(=\frac { 10 }{ 5253 } \times 100=0.19\).
For Firm B
Number of wages earners = 648
Mean of monthly wages,\(\overline { x } \) = Rs. 5253
Amount paid by firm B =Rs.\(\left( 648\times 5253 \right) \) = Rs.3403944
Standard deviation \(=\sqrt { 121 } =11\)
\(\therefore \) Coefficient of variance\(=\frac { \sigma }{ x } \times 100\)\(=\frac { 10 }{ 5253 } \times 100=0.21\).
Monthly wages paid by firm A = Rs.3078258
Monthly wages paid by firm B = Rs.3403944.
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