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Statistics question

2021 · 25 Jul · Shift 2 · Q25
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Statistics question

2021 · 25 Jul · Shift 2 · Q25

JEE MainMathematicsStatisticsMCQ+4 / −1
The first of the two samples in a group has 100 items with mean 15 and standard deviation 3. If the whole group has 250 items with mean 15.6 and standard deviation 13.44\sqrt {13.44}13.44​, then the standard deviation of the second sample is :
  1. A
    8
  2. B
    6
  3. C
    4
  4. D
    5
View written solutionFree

Correct answer: C

  1. Given data

    • First sample: n1=100,xˉ1=15,σ1=3n_1=100,\quad \bar x_1=15,\quad \sigma_1=3n1​=100,xˉ1​=15,σ1​=3
    • Whole group: N=250,xˉ=15.6,σ=13.44N=250,\quad \bar x=15.6,\quad \sigma=\sqrt{13.44}N=250,xˉ=15.6,σ=13.44​
    • Therefore second sample size: n2=250−100=150n_2=250-100=150n2​=250−100=150
  2. Find the mean of the second sample

    Using combined mean: xˉ=n1xˉ1+n2xˉ2n1+n2\bar x=\frac{n_1\bar x_1+n_2\bar x_2}{n_1+n_2}xˉ=n1​+n2​n1​xˉ1​+n2​xˉ2​​

    Substitute values: 15.6=100⋅15+150⋅xˉ225015.6=\frac{100\cdot 15+150\cdot \bar x_2}{250}15.6=250100⋅15+150⋅xˉ2​​

    15.6⋅250=1500+150xˉ215.6\cdot 250=1500+150\bar x_215.6⋅250=1500+150xˉ2​

    3900=1500+150xˉ23900=1500+150\bar x_23900=1500+150xˉ2​

    150xˉ2=2400150\bar x_2=2400150xˉ2​=2400

    xˉ2=16\bar x_2=16xˉ2​=16

  3. Use combined variance formula

    For combined variance: σ2=n1(σ12+(xˉ1−xˉ)2)+n2(σ22+(xˉ2−xˉ)2)n1+n2\sigma^2=\frac{n_1\left(\sigma_1^2+(\bar x_1-\bar x)^2\right)+n_2\left(\sigma_2^2+(\bar x_2-\bar x)^2\right)}{n_1+n_2}σ2=n1​+n2​n1​(σ12​+(xˉ1​−xˉ)2)+n2​(σ22​+(xˉ2​−xˉ)2)​

    Here, σ2=13.44\sigma^2=13.44σ2=13.44 σ12=32=9\sigma_1^2=3^2=9σ12​=32=9 xˉ1−xˉ=15−15.6=−0.6⇒(xˉ1−xˉ)2=0.36\bar x_1-\bar x=15-15.6=-0.6\Rightarrow (\bar x_1-\bar x)^2=0.36xˉ1​−xˉ=15−15.6=−0.6⇒(xˉ1​−xˉ)2=0.36 xˉ2−xˉ=16−15.6=0.4⇒(xˉ2−xˉ)2=0.16\bar x_2-\bar x=16-15.6=0.4\Rightarrow (\bar x_2-\bar x)^2=0.16xˉ2​−xˉ=16−15.6=0.4⇒(xˉ2​−xˉ)2=0.16

    So, 13.44=100(9+0.36)+150(σ22+0.16)25013.44=\frac{100(9+0.36)+150(\sigma_2^2+0.16)}{250}13.44=250100(9+0.36)+150(σ22​+0.16)​

  4. Simplify

    13.44=100(9.36)+150(σ22+0.16)25013.44=\frac{100(9.36)+150(\sigma_2^2+0.16)}{250}13.44=250100(9.36)+150(σ22​+0.16)​

    13.44=936+150σ22+2425013.44=\frac{936+150\sigma_2^2+24}{250}13.44=250936+150σ22​+24​

    13.44=960+150σ2225013.44=\frac{960+150\sigma_2^2}{250}13.44=250960+150σ22​​

    Multiply by 250: 3360=960+150σ223360=960+150\sigma_2^23360=960+150σ22​

    150σ22=2400150\sigma_2^2=2400150σ22​=2400

    σ22=16\sigma_2^2=16σ22​=16

    σ2=4\sigma_2=4σ2​=4

  5. Check options

    • A: 8 ❌
    • B: 6 ❌
    • C: 4 ✅
    • D: 5 ❌

Therefore, the standard deviation of the second sample is: 4\boxed{4}4​

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