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Statistics question

2024 · 4 Apr · Shift 1 · Q36
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Statistics question

2024 · 4 Apr · Shift 1 · Q36

JEE MainMathematicsStatisticsMCQ+4 / −1
Let α,β∈R\alpha, \beta \in \mathbf{R}α,β∈R. Let the mean and the variance of 6 observations −3,4,7,−6,α,β-3,4,7,-6, \alpha, \beta−3,4,7,−6,α,β be 2 and 23, respectively. The mean deviation about the mean of these 6 observations is :
  1. A
    163\frac{16}{3}316​
  2. B
    113\frac{11}{3}311​
  3. C
    143\frac{14}{3}314​
  4. D
    133\frac{13}{3}313​
View written solutionFree

Correct answer: D

  1. Use the given mean

For the 6 observations −3,  4,  7,  −6,  α,  β-3,\;4,\;7,\;-6,\;\alpha,\;\beta−3,4,7,−6,α,β the mean is 222.

So, −3+4+7−6+α+β6=2\frac{-3+4+7-6+\alpha+\beta}{6}=26−3+4+7−6+α+β​=2

First simplify the known sum: −3+4+7−6=2-3+4+7-6=2−3+4+7−6=2 Hence, 2+α+β6=2\frac{2+\alpha+\beta}{6}=262+α+β​=2 2+α+β=122+\alpha+\beta=122+α+β=12 α+β=10...(1)\alpha+\beta=10 \quad ...(1)α+β=10...(1)


  1. Use the given variance

Variance about the mean 222 is 232323, so 16∑(xi−2)2=23\frac{1}{6}\sum (x_i-2)^2=2361​∑(xi​−2)2=23 Thus, ∑(xi−2)2=138\sum (x_i-2)^2=138∑(xi​−2)2=138

Now compute for the known observations:

  • For −3-3−3: (−3−2)2=25(-3-2)^2=25(−3−2)2=25
  • For 444: (4−2)2=4(4-2)^2=4(4−2)2=4
  • For 777: (7−2)2=25(7-2)^2=25(7−2)2=25
  • For −6-6−6: (−6−2)2=64(-6-2)^2=64(−6−2)2=64

Their sum is 25+4+25+64=11825+4+25+64=11825+4+25+64=118 So, (α−2)2+(β−2)2=138−118=20...(2)(\alpha-2)^2+(\beta-2)^2=138-118=20 \quad ...(2)(α−2)2+(β−2)2=138−118=20...(2)

Expand: (α−2)2+(β−2)2=α2+β2−4(α+β)+8=20(\alpha-2)^2+(\beta-2)^2=\alpha^2+\beta^2-4(\alpha+\beta)+8=20(α−2)2+(β−2)2=α2+β2−4(α+β)+8=20 Using (1)(1)(1), α+β=10\alpha+\beta=10α+β=10: α2+β2−40+8=20\alpha^2+\beta^2-40+8=20α2+β2−40+8=20 α2+β2=52...(3)\alpha^2+\beta^2=52 \quad ...(3)α2+β2=52...(3)

Now use (α+β)2=α2+β2+2αβ(\alpha+\beta)^2=\alpha^2+\beta^2+2\alpha\beta(α+β)2=α2+β2+2αβ 102=52+2αβ10^2=52+2\alpha\beta102=52+2αβ 100=52+2αβ100=52+2\alpha\beta100=52+2αβ 2αβ=482\alpha\beta=482αβ=48 αβ=24\alpha\beta=24αβ=24

So α,β\alpha,\betaα,β are roots of t2−10t+24=0t^2-10t+24=0t2−10t+24=0 t2−10t+24=(t−4)(t−6)=0t^2-10t+24=(t-4)(t-6)=0t2−10t+24=(t−4)(t−6)=0 Hence, α,β=4,6\alpha,\beta=4,6α,β=4,6


  1. Now find the mean deviation about the mean

The mean is 222, so mean deviation about the mean is 16∑∣xi−2∣\frac{1}{6}\sum |x_i-2|61​∑∣xi​−2∣

Observations are now: −3,  4,  7,  −6,  4,  6-3,\;4,\;7,\;-6,\;4,\;6−3,4,7,−6,4,6

Compute absolute deviations from 222:

  • For −3-3−3: ∣−3−2∣=5|-3-2|=5∣−3−2∣=5
  • For 444: ∣4−2∣=2|4-2|=2∣4−2∣=2
  • For 777: ∣7−2∣=5|7-2|=5∣7−2∣=5
  • For −6-6−6: ∣−6−2∣=8|-6-2|=8∣−6−2∣=8
  • For 444: ∣4−2∣=2|4-2|=2∣4−2∣=2
  • For 666: ∣6−2∣=4|6-2|=4∣6−2∣=4

Sum: 5+2+5+8+2+4=265+2+5+8+2+4=265+2+5+8+2+4=26

Therefore, Mean deviation about mean=266=133\text{Mean deviation about mean} = \frac{26}{6}=\frac{13}{3}Mean deviation about mean=626​=313​


  1. Compare with the given options

Thus the correct option is 133\boxed{\frac{13}{3}}313​​ which is Option D.


  1. Verification with stored correct answer

Stored correct answer: D

Our derived answer: D

So they agree.

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