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Statistics question

2023 · 11 Apr · Shift 2 · Q31
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Statistics question

2023 · 11 Apr · Shift 2 · Q31

JEE MainMathematicsStatisticsMCQ+4 / −1
Let the mean of 6 observations 1,2,4,5,x1,2,4,5, \mathrm{x}1,2,4,5,x and y\mathrm{y}y be 5 and their variance be 10 . Then their mean deviation about the mean is equal to :
  1. A
    103\frac{10}{3}310​
  2. B
    83\frac{8}{3}38​
  3. C
    73\frac{7}{3}37​
  4. D
    3
View written solutionFree

Correct answer: B

  1. Given data

The six observations are 1,2,4,5,x,y1,2,4,5,x,y1,2,4,5,x,y with mean =5=5=5 and variance =10=10=10.


  1. Use the mean

For 6 observations with mean 5, 1+2+4+5+x+y6=5\frac{1+2+4+5+x+y}{6}=561+2+4+5+x+y​=5

So, 1+2+4+5+x+y=301+2+4+5+x+y=301+2+4+5+x+y=30 12+x+y=3012+x+y=3012+x+y=30 x+y=18x+y=18x+y=18


  1. Use the variance

Variance is 16∑(xi−xˉ)2=10\frac{1}{6}\sum (x_i-\bar x)^2=1061​∑(xi​−xˉ)2=10 with mean xˉ=5\bar x=5xˉ=5.

So, 16[(1−5)2+(2−5)2+(4−5)2+(5−5)2+(x−5)2+(y−5)2]=10\frac{1}{6}\left[(1-5)^2+(2-5)^2+(4-5)^2+(5-5)^2+(x-5)^2+(y-5)^2\right]=1061​[(1−5)2+(2−5)2+(4−5)2+(5−5)2+(x−5)2+(y−5)2]=10

Compute known terms: (−4)2+(−3)2+(−1)2+02=16+9+1+0=26(-4)^2+(-3)^2+(-1)^2+0^2=16+9+1+0=26(−4)2+(−3)2+(−1)2+02=16+9+1+0=26

Hence, 26+(x−5)2+(y−5)26=10\frac{26+(x-5)^2+(y-5)^2}{6}=10626+(x−5)2+(y−5)2​=10 26+(x−5)2+(y−5)2=6026+(x-5)^2+(y-5)^2=6026+(x−5)2+(y−5)2=60 (x−5)2+(y−5)2=34 (x-5)^2+(y-5)^2=34(x−5)2+(y−5)2=34

Now expand: x2−10x+25+y2−10y+25=34x^2-10x+25+y^2-10y+25=34x2−10x+25+y2−10y+25=34 x2+y2−10(x+y)+50=34x^2+y^2-10(x+y)+50=34x2+y2−10(x+y)+50=34

Using x+y=18x+y=18x+y=18, x2+y2−180+50=34x^2+y^2-180+50=34x2+y2−180+50=34 x2+y2=164x^2+y^2=164x2+y2=164

Now, (x+y)2=x2+y2+2xy(x+y)^2=x^2+y^2+2xy(x+y)2=x2+y2+2xy 182=164+2xy18^2=164+2xy182=164+2xy 324=164+2xy324=164+2xy324=164+2xy 2xy=1602xy=1602xy=160 xy=80xy=80xy=80

So x,yx,yx,y are roots of t2−18t+80=0t^2-18t+80=0t2−18t+80=0 t2−18t+80=(t−10)(t−8)=0t^2-18t+80=(t-10)(t-8)=0t2−18t+80=(t−10)(t−8)=0

Thus, x=10,y=8x=10,\quad y=8x=10,y=8 (or vice versa).


  1. Compute mean deviation about the mean

Mean deviation about mean =16∑∣xi−5∣=\dfrac{1}{6}\sum |x_i-5|=61​∑∣xi​−5∣.

The observations are 1,2,4,5,8,101,2,4,5,8,101,2,4,5,8,10.

Their absolute deviations from 5 are: ∣1−5∣=4,∣2−5∣=3,∣4−5∣=1,∣5−5∣=0,∣8−5∣=3,∣10−5∣=5|1-5|=4,\quad |2-5|=3,\quad |4-5|=1,\quad |5-5|=0,\quad |8-5|=3,\quad |10-5|=5∣1−5∣=4,∣2−5∣=3,∣4−5∣=1,∣5−5∣=0,∣8−5∣=3,∣10−5∣=5

Sum: 4+3+1+0+3+5=164+3+1+0+3+5=164+3+1+0+3+5=16

Therefore, Mean deviation about mean=166=83\text{Mean deviation about mean}=\frac{16}{6}=\frac{8}{3}Mean deviation about mean=616​=38​


  1. Option check

83\boxed{\frac{8}{3}}38​​ So the correct option is B.

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