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Exercise: Variance and Standard Devia... · Q20
Q.

Using the step-deviation method, find the variance and standard deviation of the following distribution of the marks obtained by 50 students in a mathematics test:

Class interval0-1010-2020-3030-4040-50
Frequency4820126
West Bengal WbchseTextbookSubjectiveImportance★★★★★est
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Class midpoints: xi:5,15,25,35,45x_i:5,15,25,35,45; frequencies fi:4,8,20,12,6f_i:4,8,20,12,6; N=4+8+20+12+6=50N=4+8+20+12+6=50. Choose assumed mean A=25A=25 and class width h=10h=10, so ui=xi−Ahu_i=\dfrac{x_i-A}{h} gives ui:−2,−1,0,1,2u_i:-2,-1,0,1,2. Then fiui:4(−2),8(−1),20(0),12(1),6(2)=−8,−8,0,12,12f_iu_i:4(-2),8(-1),20(0),12(1),6(2)=-8,-8,0,12,12, summing to ∑fiui=8\sum f_iu_i=8. So xˉ=A+h⋅∑fiuiN=25+10⋅850=25+1.6=26.6\bar x=A+h\cdot\dfrac{\sum f_iu_i}{N}=25+10\cdot\dfrac{8}{50}=25+1.6=26.6. Next, fiui2:4(4),8(1),20(0),12(1),6(4)=16,8,0,12,24f_iu_i^2:4(4),8(1),20(0),12(1),6(4)=16,8,0,12,24, summing to ∑fiui2=60\sum f_iu_i^2=60. So σ2=h2[∑fiui2N−(∑fiuiN)2]=100[6050−(850)2]=100[1.2−0.0256]=100(1.1744)=117.44\sigma^2=h^2\left[\dfrac{\sum f_iu_i^2}{N}-\left(\dfrac{\sum f_iu_i}{N}\right)^2\right]=100\left[\dfrac{60}{50}-\left(\dfrac{8}{50}\right)^2\right]=100[1.2-0.0256]=100(1.1744)=117.44. (Direct-method cross-check: with xˉ=26.6\bar x=26.6, the deviations xi−26.6x_i-26.6 are −21.6,−11.6,−1.6,8.4,18.4-21.6,-11.6,-1.6,8.4,18.4, w …

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