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Exercise: Variance and Standard Devia... · Q19
Q.

Find the variance and standard deviation of the following distribution of the weights (in kg) of 30 students:

Class interval10-2020-3030-4040-5050-60
Frequency251274
West Bengal WbchseTextbookSubjectiveImportance★★★★★est
95% · 21/22 Questions
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Class midpoints: xi:15,25,35,45,55x_i:15,25,35,45,55; frequencies fi:2,5,12,7,4f_i:2,5,12,7,4; N=2+5+12+7+4=30N=2+5+12+7+4=30. ∑fixi=15(2)+25(5)+35(12)+45(7)+55(4)=30+125+420+315+220=1110\sum f_ix_i=15(2)+25(5)+35(12)+45(7)+55(4)=30+125+420+315+220=1110, so xˉ=1110/30=37\bar x=1110/30=37. Using the shortcut identity: ∑fixi2=152(2)+252(5)+352(12)+452(7)+552(4)=450+3125+14700+14175+12100=44550\sum f_ix_i^2=15^2(2)+25^2(5)+35^2(12)+45^2(7)+55^2(4)=450+3125+14700+14175+12100=44550, giving σ2=44550/30−372=1485−1369=116\sigma^2=44550/30-37^2=1485-1369=116. (Direct-method cross-check: deviations xi−37x_i-37 are −22,−12,−2,8,18-22,-12,-2,8,18, squares 484,144,4,64,324484,144,4,64,324; weighted sum $2(484)+5(144)+12(4)+7( …

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