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Statistics question

2023 · 30 Jan · Shift 2 · Q26
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  5. /2023 · 30 Jan · Shift 2 · Q26

Statistics question

2023 · 30 Jan · Shift 2 · Q26

JEE MainMathematicsStatisticsMCQ+4 / −1
Let SSS be the set of all values of a1a_1a1​ for which the mean deviation about the mean of 100 consecutive positive integers a1,a2,a3,….,a100a_1, a_2, a_3, \ldots ., a_{100}a1​,a2​,a3​,….,a100​ is 25 . Then SSS is :
  1. A
    {9}\{9\}{9}
  2. B
    ϕ\phiϕ
  3. C
    {99}\{99\}{99}
  4. D
    N
View written solutionFree

Correct answer: D

  1. Write the 100 consecutive positive integers

    Since the numbers are consecutive, a1,a2,a3,…,a100=a1,a1+1,a1+2,…,a1+99.a_1, a_2, a_3, \dots, a_{100} = a_1, a_1+1, a_1+2, \dots, a_1+99.a1​,a2​,a3​,…,a100​=a1​,a1​+1,a1​+2,…,a1​+99.

  2. Find their mean

    For an arithmetic progression, the mean is the average of the first and last terms: xˉ=a1+(a1+99)2=a1+992=a1+49.5.\bar{x} = \frac{a_1 + (a_1+99)}{2} = a_1 + \frac{99}{2} = a_1+49.5.xˉ=2a1​+(a1​+99)​=a1​+299​=a1​+49.5.

  3. Compute the mean deviation about the mean

    Mean deviation about mean is MD=1100∑k=099∣(a1+k)−(a1+49.5)∣.\text{MD} = \frac{1}{100}\sum_{k=0}^{99} \left| (a_1+k) - (a_1+49.5) \right|.MD=1001​∑k=099​∣(a1​+k)−(a1​+49.5)∣.

    The term a1a_1a1​ cancels: MD=1100∑k=099∣k−49.5∣.\text{MD} = \frac{1}{100}\sum_{k=0}^{99} |k-49.5|.MD=1001​∑k=099​∣k−49.5∣.

    So the mean deviation depends only on the number of terms and the common difference, not on a1a_1a1​.

  4. Evaluate the sum

    Distances from 49.549.549.5 are: 49.5,48.5,47.5,…,0.5,0.5,…,47.5,48.5,49.5.49.5, 48.5, 47.5, \dots, 0.5, 0.5, \dots, 47.5, 48.5, 49.5.49.5,48.5,47.5,…,0.5,0.5,…,47.5,48.5,49.5.

    Hence, ∑k=099∣k−49.5∣=2(0.5+1.5+2.5+⋯+49.5).\sum_{k=0}^{99} |k-49.5| = 2(0.5+1.5+2.5+\cdots+49.5).∑k=099​∣k−49.5∣=2(0.5+1.5+2.5+⋯+49.5).

    Now, 0.5+1.5+2.5+⋯+49.50.5+1.5+2.5+\cdots+49.50.5+1.5+2.5+⋯+49.5 is an AP with 50 terms, first term 0.50.50.5, last term 49.549.549.5.

    Its sum is 502(0.5+49.5)=25⋅50=1250.\frac{50}{2}(0.5+49.5)=25\cdot 50=1250.250​(0.5+49.5)=25⋅50=1250.

    Therefore, ∑k=099∣k−49.5∣=2⋅1250=2500.\sum_{k=0}^{99} |k-49.5| = 2\cdot 1250 = 2500.∑k=099​∣k−49.5∣=2⋅1250=2500.

    So, MD=2500100=25.\text{MD} = \frac{2500}{100} = 25.MD=1002500​=25.

  5. Interpretation

    The mean deviation is always 252525, regardless of the value of a1a_1a1​, as long as the 100 integers are positive.

    Since all numbers must be positive integers, we need a1∈N.a_1 \in \mathbb{N}.a1​∈N.

    Thus, S=N.S = \mathbb{N}.S=N.

  6. Check options

    • A: {9}\{9\}{9} — incorrect
    • B: ϕ\phiϕ — incorrect
    • C: {99}\{99\}{99} — incorrect
    • D: N\mathbb{N}N — correct

Therefore, the correct option is D.

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