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Statistics question

2019 · 9 Apr · Shift 1 · Q23
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Statistics question

2019 · 9 Apr · Shift 1 · Q23

JEE MainMathematicsStatisticsMCQ+4 / −1
If the standard deviation of the numbers –1, 0, 1, k is 5\sqrt 55​ where k > 0, then k is equal to
  1. A
    2 6\sqrt 66​
  2. B
    6\sqrt 66​
  3. C
    2562\sqrt {{{5} \over 6}}265​​
  4. D
    21032\sqrt {{{10} \over 3}}2310​​
View written solutionFree

Correct answer: A

  1. Given data

The numbers are: −1,  0,  1,  k-1,\;0,\;1,\;k−1,0,1,k with standard deviation σ=5\sigma = \sqrt{5}σ=5​ and k>0k>0k>0.

  1. Use the formula for standard deviation

For nnn observations x1,x2,…,xnx_1,x_2,\dots,x_nx1​,x2​,…,xn​, σ2=1n∑xi2−(1n∑xi)2\sigma^2 = \frac{1}{n}\sum x_i^2 - \left(\frac{1}{n}\sum x_i\right)^2σ2=n1​∑xi2​−(n1​∑xi​)2

Here, n=4n=4n=4.

  1. Compute the mean

Sum of the numbers: −1+0+1+k=k-1+0+1+k = k−1+0+1+k=k So the mean is: xˉ=k4\bar{x} = \frac{k}{4}xˉ=4k​

  1. Compute the mean of squares

(−1)2+02+12+k2=1+0+1+k2=2+k2(-1)^2 + 0^2 + 1^2 + k^2 = 1+0+1+k^2 = 2+k^2(−1)2+02+12+k2=1+0+1+k2=2+k2 Hence, 14∑xi2=2+k24\frac{1}{4}\sum x_i^2 = \frac{2+k^2}{4}41​∑xi2​=42+k2​

  1. Apply the variance formula

Since σ=5\sigma=\sqrt{5}σ=5​, σ2=5\sigma^2=5σ2=5 Therefore, 2+k24−(k4)2=5\frac{2+k^2}{4} - \left(\frac{k}{4}\right)^2 = 542+k2​−(4k​)2=5

Now simplify: 2+k24−k216=5\frac{2+k^2}{4} - \frac{k^2}{16} = 542+k2​−16k2​=5 Take LCM 161616: 4(2+k2)−k216=5\frac{4(2+k^2)-k^2}{16} = 5164(2+k2)−k2​=5 8+4k2−k216=5\frac{8+4k^2-k^2}{16} = 5168+4k2−k2​=5 8+3k216=5\frac{8+3k^2}{16} = 5168+3k2​=5

  1. Solve for kkk

8+3k2=808+3k^2 = 808+3k2=80 3k2=723k^2 = 723k2=72 k2=24k^2 = 24k2=24 k=24=26k = \sqrt{24} = 2\sqrt{6}k=24​=26​ Since k>0k>0k>0, we take the positive root.

  1. Check with options

k=26k = 2\sqrt{6}k=26​ So the correct option is: A.

  1. Comparison with stored answer

Stored correct answer: A

This matches our derived answer.

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