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Statistics question

2009 · Shift 0 · Q27
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Statistics question

2009 · Shift 0 · Q27

JEE MainMathematicsStatisticsMCQ+4 / −1
If the mean deviation of number 1, 1 + d, 1 + 2d,........, 1 + 100d from their mean is 255, then the d is equal to
  1. A
    20.0
  2. B
    10.1
  3. C
    20.2
  4. D
    10.0
View written solutionFree

Correct answer: B

  1. Identify the data set

    The numbers are in arithmetic progression: 1, 1+d, 1+2d, …, 1+100d1,\, 1+d,\, 1+2d,\, \dots,\, 1+100d1,1+d,1+2d,…,1+100d

    So there are 101101101 terms.

  2. Find the mean

    For an arithmetic progression, the mean is the average of the first and last terms: xˉ=1+(1+100d)2=1+50d\bar{x} = \frac{1+(1+100d)}{2} = 1+50dxˉ=21+(1+100d)​=1+50d

  3. Write deviations from the mean

    The general term is xk=1+kd(k=0,1,2,…,100)x_k = 1+kd \quad (k=0,1,2,\dots,100)xk​=1+kd(k=0,1,2,…,100)

    Its deviation from the mean is xk−xˉ=(1+kd)−(1+50d)=(k−50)dx_k-\bar{x} = (1+kd)-(1+50d) = (k-50)dxk​−xˉ=(1+kd)−(1+50d)=(k−50)d

    Hence the absolute deviation is ∣xk−xˉ∣=∣k−50∣ ∣d∣|x_k-\bar{x}| = |k-50|\,|d|∣xk​−xˉ∣=∣k−50∣∣d∣

  4. Compute the mean deviation from the mean

    By definition, M.D.=1101∑k=0100∣xk−xˉ∣\text{M.D.} = \frac{1}{101}\sum_{k=0}^{100}|x_k-\bar{x}|M.D.=1011​∑k=0100​∣xk​−xˉ∣

    So, 255=∣d∣101∑k=0100∣k−50∣255 = \frac{|d|}{101}\sum_{k=0}^{100}|k-50|255=101∣d∣​∑k=0100​∣k−50∣

  5. Evaluate the sum

    The values of ∣k−50∣|k-50|∣k−50∣ for k=0k=0k=0 to 100100100 are: 50,49,48,…,1,0,1,…,48,49,5050,49,48,\dots,1,0,1,\dots,48,49,5050,49,48,…,1,0,1,…,48,49,50

    Therefore, ∑k=0100∣k−50∣=2(1+2+⋯+50)\sum_{k=0}^{100}|k-50| = 2(1+2+\cdots+50)∑k=0100​∣k−50∣=2(1+2+⋯+50)

    Now, 1+2+⋯+50=50⋅512=12751+2+\cdots+50 = \frac{50\cdot 51}{2} = 12751+2+⋯+50=250⋅51​=1275

    Hence, ∑k=0100∣k−50∣=2×1275=2550\sum_{k=0}^{100}|k-50| = 2\times 1275 = 2550∑k=0100​∣k−50∣=2×1275=2550

  6. Solve for ddd

    Substitute into the mean deviation formula: 255=∣d∣101×2550255 = \frac{|d|}{101}\times 2550255=101∣d∣​×2550

    ∣d∣=255⋅1012550|d| = \frac{255\cdot 101}{2550}∣d∣=2550255⋅101​

    Since 2550=255×102550=255\times 102550=255×10, ∣d∣=10110=10.1|d| = \frac{101}{10} = 10.1∣d∣=10101​=10.1

    Thus, d=10.1d=10.1d=10.1 (taking the positive value from the options).

  7. Check options

    • A: 20.020.020.0 ✗
    • B: 10.110.110.1 ✓
    • C: 20.220.220.2 ✗
    • D: 10.010.010.0 ✗

Final Answer: Option B.

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