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Question

From the data given below state which group is more variable, A or B?
Marks 1020 2030 3040 4050 5060 6070 7080
Group A 9 17 32 33 40 10 9
Group B 10 20 30 25 43 15 7

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Solution

Finding Mean and Variance for Group A
Let, assumed mean (a)=45
h=class size=10
di= step deviation
For Marks (1020),fi=9,
xi=10+202=15,
di=xiah=154510=3
d2i=(3)2=9
fidi=9×3=27
fid2i=9×9=81
Marks Group A (fi) Mid point (xi) di=xiah d2i fidi fid2i
1020 9 15 3 9 27 81
2030 17 25 2 4 34 68
3040 32 35 1 1 32 32
4050 33 45 0 0 0 0
5060 40 55 1 1 40 40
6070 10 65 2 4 20 40
7080 9 75 3 9 27 81
fi=150 fidi=6 fid2i=342

Mean (¯¯¯¯¯¯xA)=assumed mean+fidifi×h
Mean (¯¯¯¯¯¯xA)=456150×10
Mean (¯¯¯¯¯¯xA)=4525
Mean (¯¯¯¯¯¯xA)=44.6
Variance (σ2A)=h2(fi)2[(fi).(fid2i)(fidi)2]
(σ2A)=(10)2(150)2[150×(342)(6)2]
(σ2A)=100150×150[5130036]
(σ2A)=1225×51264=227.84

Finding Standard deviation for GroupA
Standard deviation (σA)
(σA)=Variance
(σA)=227.84=15.09

Finding Coefficient of Variation for GroupA
Coefficient of Variation
(C.V.A)=σA¯¯¯xA×100
(C.V.A)=15.0944.6×100
(C.V.A)=33.83


Finding Mean and Variance for Group B
Let,
a=assumed mean=45
h=width of class-intervals=10
di= step deviation

For class (1020),xi=10+202=15,
di=xiah=154510=3
d2i=(3)2=9
fidi=10×(3)=30
fid2i=10×(3)2=90
Marks Group B (fi) Mid point (xi) di=xiah d2i fidi fid2i
1020 10 15 3 9 30 90
2030 20 25 2 4 40 80
3040 30 35 1 1 30 30
4050 25 45 0 0 0 0
5060 43 55 1 1 43 43
6070 15 65 2 4 30 60
7080 7 75 3 9 21 63
fi=150 fidi=6 fid2i=366

Mean (¯¯¯¯¯¯xB)=assumed mean+fidifi×h
Mean (¯¯¯¯¯¯xB)=456150×10
Mean (¯¯¯¯¯¯xB)=4525
Mean (¯¯¯¯¯¯xB)=44.6
Variance (σ2B)=h2(fi)2[(fi).(fid2i)(fidi)2]
(σ2B)=(10)2(150)2[150×(366)(6)2]
(σ2B)=100150×150[5490036]
(σ2B)=1225×54864=243.84

Finding Standard deviation for GroupB
Standard deviation (σB)
(σB)=Variance
(σB)=243.84
(σB)=15.62

Finding Coefficient of Variation for GroupB
Coefficient of Variation
(C.V.B)=σB¯¯¯xB×100
=15.6244.6×100
=35.02
C.V.B=35.02 and (C.V.A)=33.83
C.V.B>C.V.A
Group B is more variable.

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