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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 consisten - Mathematics and Statistics

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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?

Sum
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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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Coefficient of Variation
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Chapter 8: Measures of Dispersion - Exercise 8.3 [Page 187]

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