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Statistics question

2023 · 31 Jan · Shift 2 · Q28
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Statistics question

2023 · 31 Jan · Shift 2 · Q28

JEE MainMathematicsStatisticsMCQ+4 / −1
Let the mean and standard deviation of marks of class A of 100 students be respectively 40 and α(>\alpha(\gtα(> 0 ), and the mean and standard deviation of marks of class BBB of nnn students be respectively 55 and 30 −α-\alpha−α. If the mean and variance of the marks of the combined class of 100+n100+\mathrm{n}100+n studants are respectively 50 and 350 , then the sum of variances of classes AAA and BBB is :
  1. A
    450
  2. B
    900
  3. C
    650
  4. D
    500
View written solutionFree

Correct answer: D

  1. Given data
  • Class AAA:

    • Number of students =100=100=100
    • Mean μA=40\mu_A=40μA​=40
    • Standard deviation =α=\alpha=α
    • Variance =α2=\alpha^2=α2
  • Class BBB:

    • Number of students =n=n=n
    • Mean μB=55\mu_B=55μB​=55
    • Standard deviation =30−α=30-\alpha=30−α
    • Variance =(30−α)2=(30-\alpha)^2=(30−α)2
  • Combined class:

    • Number of students =100+n=100+n=100+n
    • Mean μ=50\mu=50μ=50
    • Variance =350=350=350

We need: α2+(30−α)2\alpha^2+(30-\alpha)^2α2+(30−α)2


  1. Use combined mean formula

100⋅40+n⋅55100+n=50\frac{100\cdot 40+n\cdot 55}{100+n}=50100+n100⋅40+n⋅55​=50

So, 4000+55n=50(100+n)=5000+50n4000+55n=50(100+n)=5000+50n4000+55n=50(100+n)=5000+50n

5n=10005n=10005n=1000

n=200n=200n=200


  1. Use combined variance formula

For two groups, combined variance is σ2=n1(σ12+(μ1−μ)2)+n2(σ22+(μ2−μ)2)n1+n2\sigma^2=\frac{n_1\left(\sigma_1^2+(\mu_1-\mu)^2\right)+n_2\left(\sigma_2^2+(\mu_2-\mu)^2\right)}{n_1+n_2}σ2=n1​+n2​n1​(σ12​+(μ1​−μ)2)+n2​(σ22​+(μ2​−μ)2)​

Here,

  • n1=100n_1=100n1​=100, μ1=40\mu_1=40μ1​=40, σ12=α2\sigma_1^2=\alpha^2σ12​=α2
  • n2=200n_2=200n2​=200, μ2=55\mu_2=55μ2​=55, σ22=(30−α)2\sigma_2^2=(30-\alpha)^2σ22​=(30−α)2
  • μ=50\mu=50μ=50, σ2=350\sigma^2=350σ2=350

Thus, 350=100(α2+(40−50)2)+200((30−α)2+(55−50)2)300350=\frac{100\big(\alpha^2+(40-50)^2\big)+200\big((30-\alpha)^2+(55-50)^2\big)}{300}350=300100(α2+(40−50)2)+200((30−α)2+(55−50)2)​

Now simplify: 350=100(α2+100)+200((30−α)2+25)300350=\frac{100(\alpha^2+100)+200\big((30-\alpha)^2+25\big)}{300}350=300100(α2+100)+200((30−α)2+25)​

Multiply by 300300300: 105000=100α2+10000+200(30−α)2+5000105000=100\alpha^2+10000+200(30-\alpha)^2+5000105000=100α2+10000+200(30−α)2+5000

105000=100α2+200(30−α)2+15000105000=100\alpha^2+200(30-\alpha)^2+15000105000=100α2+200(30−α)2+15000

90000=100α2+200(30−α)290000=100\alpha^2+200(30-\alpha)^290000=100α2+200(30−α)2

Divide by 100100100: 900=α2+2(30−α)2900=\alpha^2+2(30-\alpha)^2900=α2+2(30−α)2

Expand: 900=α2+2(900−60α+α2)900=\alpha^2+2(900-60\alpha+\alpha^2)900=α2+2(900−60α+α2)

900=α2+1800−120α+2α2900=\alpha^2+1800-120\alpha+2\alpha^2900=α2+1800−120α+2α2

900=3α2−120α+1800900=3\alpha^2-120\alpha+1800900=3α2−120α+1800

0=3α2−120α+9000=3\alpha^2-120\alpha+9000=3α2−120α+900

Divide by 333: 0=α2−40α+3000=\alpha^2-40\alpha+3000=α2−40α+300

Factorize: α2−40α+300=(α−10)(α−30)=0\alpha^2-40\alpha+300=(\alpha-10)(\alpha-30)=0α2−40α+300=(α−10)(α−30)=0

So, α=10 or 30\alpha=10 \text{ or } 30α=10 or 30

But for class BBB, standard deviation =30−α=30-\alpha=30−α and standard deviation must be non-negative. Also α>0\alpha>0α>0.

  • If α=30\alpha=30α=30, then 30−α=030-\alpha=030−α=0
  • If α=10\alpha=10α=10, then 30−α=2030-\alpha=2030−α=20

Both are mathematically possible, but let us compute the required sum in each case.


  1. Find sum of variances

Required sum: α2+(30−α)2\alpha^2+(30-\alpha)^2α2+(30−α)2

  • If α=10\alpha=10α=10: α2+(30−α)2=102+202=100+400=500\alpha^2+(30-\alpha)^2=10^2+20^2=100+400=500α2+(30−α)2=102+202=100+400=500

  • If α=30\alpha=30α=30: α2+(30−α)2=302+02=900\alpha^2+(30-\alpha)^2=30^2+0^2=900α2+(30−α)2=302+02=900

Now check which one is consistent with the options and standard exam convention. Since standard deviation of class BBB is written as 30−α30-\alpha30−α (typically taken positive), we take 30−α>0⇒α<3030-\alpha>0 \Rightarrow \alpha<3030−α>0⇒α<30 so α=10\alpha=10α=10

Hence the required sum is 500500500


  1. Option check
  • A: 450450450 ❌
  • B: 900900900 ❌
  • C: 650650650 ❌
  • D: 500500500 ✅

Therefore, the correct answer is Option D.

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