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Question
Compute coefficient of variation for team A and team B:
| No. of goals | 0 | 1 | 2 | 3 | 4 |
| No. of matches played by team A | 19 | 6 | 5 | 16 | 14 |
| No. of matches played by team B | 16 | 14 | 10 | 14 | 16 |
Which team is more consistent?
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Solution
Let f1 denote no. of goals of team A and f2 denote no. of goals of team B.
| No. of goals (xi) | f1i | f1ixi | f1ix12 |
| 0 | 19 | 0 | 0 |
| 1 | 6 | 6 | 6 |
| 2 | 5 | 10 | 20 |
| 3 | 16 | 48 | 144 |
| 4 | 14 | 56 | 224 |
| N1 = 60 | `sumf_(1"i")x__"i"` = 120 | `sumf_(1"i")x_1^2` = 394 |
`bar(x)_1 = (sumf_(1"i")x_"i")/"N"_1 = 120/60` = 2
`sigma_(x_1)^2 = 1/"N"_1 sumf_(1"i")x_"i"^2 - (barx_1)^2 = 394/60 - 2^2` = 6.5666 – 4 = 2.5666
∴ `sigma_(x_1) = sqrt(2.5666)` = 1.60
C.V. of team A = `100 xx sigma_(x_1)/bar(x)_1`
= `100 xx 1.60/2`
= 80%
| No. of goals (xi) | f2i | f2ixi | f2ix12 |
| 0 | 16 | 0 | 0 |
| 1 | 14 | 14 | 14 |
| 2 | 10 | 20 | 40 |
| 3 | 14 | 42 | 126 |
| 4 | 16 | 64 | 256 |
| N2 = 70 | `sumf_(2"i")x__"i"` = 140 | `sumf_(2"i")x_1^2` = 436 |
`bar(x)_2 = (sumf_(2"i")x_"i")/"N"_2 = 140/70` = 2
`sigma_(x_2)^2 = 1/"N"_2 sumf_(2"i")x_"i"^2 - (barx_2)^2= 436/70 - 2^2` = 6.2285 – 4 = 2.2285
∴ `sigma_(x_2) = sqrt(2.2285)` = 1.49
C.V. of team B = `100 xx sigma_(x_2)/bar(x)_2`
= `100 xx 1.49/2`
= 74.5%
Since C.V. of team A > C.V. of team B,
Team B is more consistent.
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