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Statistics question

2020 · 8 Jan · Shift 1 · Q33
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Statistics question

2020 · 8 Jan · Shift 1 · Q33

JEE MainMathematicsStatisticsMCQ+4 / −1
The mean and the standard deviation (s.d.) of 10 observations are 20 and 2 resepectively. Each of these 10 observations is multiplied by p and then reduced by q, where p eee 0 and q eee 0. If the new mean and new s.d. become half of their original values, then q is equal to
  1. A
    10
  2. B
    -20
  3. C
    -10
  4. D
    -5
View written solutionFree

Correct answer: B

  1. Let the original observations be x1,x2,…,x10x_1, x_2, \dots, x_{10}x1​,x2​,…,x10​.

    Given: xˉ=20,σ=2\bar{x} = 20, \qquad \sigma = 2xˉ=20,σ=2

  2. Each observation is transformed as: y=px−qy = px - qy=px−q

    For such a linear transformation:

    • New mean: yˉ=pxˉ−q\bar{y} = p\bar{x} - qyˉ​=pxˉ−q
    • New standard deviation: σy=∣p∣σ\sigma_y = |p|\sigmaσy​=∣p∣σ
  3. It is given that the new mean and new s.d. are half of their original values.

    So, yˉ=202=10\bar{y} = \frac{20}{2} = 10yˉ​=220​=10 and σy=22=1\sigma_y = \frac{2}{2} = 1σy​=22​=1

  4. Use the standard deviation condition: ∣p∣⋅2=1|p|\cdot 2 = 1∣p∣⋅2=1 ∣p∣=12|p| = \frac{1}{2}∣p∣=21​

    Hence, p=12orp=−12p = \frac{1}{2} \quad \text{or} \quad p = -\frac{1}{2}p=21​orp=−21​

  5. Now use the mean condition: p(20)−q=10p(20) - q = 10p(20)−q=10 20p−q=1020p - q = 1020p−q=10 q=20p−10q = 20p - 10q=20p−10

  6. Check both possible values of ppp:

    • If p=12p = \frac{1}{2}p=21​, q=20(12)−10=10−10=0q = 20\left(\frac{1}{2}\right) - 10 = 10 - 10 = 0q=20(21​)−10=10−10=0 But given q≠0q \ne 0q=0, so this is not allowed.

    • If p=−12p = -\frac{1}{2}p=−21​, q=20(−12)−10=−10−10=−20q = 20\left(-\frac{1}{2}\right) - 10 = -10 - 10 = -20q=20(−21​)−10=−10−10=−20

  7. Therefore, q=−20q = -20q=−20

  8. Option check:

    • A: 101010 ❌
    • B: −20-20−20 ✅
    • C: −10-10−10 ❌
    • D: −5-5−5 ❌

So the correct answer is Option B.

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