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Statistics question

2022 · 27 Jun · Shift 2 · Q33
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Statistics question

2022 · 27 Jun · Shift 2 · Q33

JEE MainMathematicsStatisticsMCQ+4 / −1
The mean and variance of the data 4, 5, 6, 6, 7, 8, x, y, where x < y, are 6 and 94{9 \over 4}49​ respectively. Then x4+y2{x^4} + {y^2}x4+y2 is equal to :
  1. A
    162
  2. B
    320
  3. C
    674
  4. D
    420
View written solutionFree

Correct answer: B

  1. Given data

The 8 observations are: 4,5,6,6,7,8,x,y4,5,6,6,7,8,x,y4,5,6,6,7,8,x,y with mean 666 and variance 94\dfrac{9}{4}49​.

We need to find x4+y2x^4+y^2x4+y2.


  1. Use the mean

For 8 observations, mean is xˉ=sum of observations8=6\bar{x}=\frac{\text{sum of observations}}{8}=6xˉ=8sum of observations​=6 So total sum is 8×6=488\times 6=488×6=48

Now, 4+5+6+6+7+8+x+y=484+5+6+6+7+8+x+y=484+5+6+6+7+8+x+y=48 The known sum is 4+5+6+6+7+8=364+5+6+6+7+8=364+5+6+6+7+8=36 Hence, 36+x+y=4836+x+y=4836+x+y=48 x+y=12...(1)x+y=12 \quad \text{...(1)}x+y=12...(1)


  1. Use the variance

Variance is given by σ2=∑xi2n−xˉ2\sigma^2=\frac{\sum x_i^2}{n}-\bar{x}^2σ2=n∑xi2​​−xˉ2

Given: σ2=94,xˉ=6,n=8\sigma^2=\frac{9}{4},\quad \bar{x}=6,\quad n=8σ2=49​,xˉ=6,n=8 So, ∑xi28−36=94\frac{\sum x_i^2}{8}-36=\frac{9}{4}8∑xi2​​−36=49​ ∑xi28=36+94=144+94=1534\frac{\sum x_i^2}{8}=36+\frac{9}{4}=\frac{144+9}{4}=\frac{153}{4}8∑xi2​​=36+49​=4144+9​=4153​ Thus, ∑xi2=8⋅1534=2⋅153=306\sum x_i^2=8\cdot \frac{153}{4}=2\cdot 153=306∑xi2​=8⋅4153​=2⋅153=306

Now compute squares of known terms: 42+52+62+62+72+82=16+25+36+36+49+64=2264^2+5^2+6^2+6^2+7^2+8^2=16+25+36+36+49+64=22642+52+62+62+72+82=16+25+36+36+49+64=226 Therefore, 226+x2+y2=306226+x^2+y^2=306226+x2+y2=306 x2+y2=80...(2)x^2+y^2=80 \quad \text{...(2)}x2+y2=80...(2)


  1. Find xyxyxy using identity

We know: (x+y)2=x2+y2+2xy(x+y)^2=x^2+y^2+2xy(x+y)2=x2+y2+2xy Using (1) and (2): 122=80+2xy12^2=80+2xy122=80+2xy 144=80+2xy144=80+2xy144=80+2xy 2xy=642xy=642xy=64 xy=32xy=32xy=32

So xxx and yyy are roots of t2−(x+y)t+xy=0t^2-(x+y)t+xy=0t2−(x+y)t+xy=0 t2−12t+32=0t^2-12t+32=0t2−12t+32=0 Factorizing: (t−4)(t−8)=0(t-4)(t-8)=0(t−4)(t−8)=0 Hence, x=4,y=8x=4,\quad y=8x=4,y=8 (since x<yx<yx<y).


  1. Compute the required value

x4+y2=44+82=256+64=320x^4+y^2=4^4+8^2=256+64=320x4+y2=44+82=256+64=320


  1. Check options
  • A: 162162162
  • B: 320320320 ✅
  • C: 674674674
  • D: 420420420

Therefore, the correct option is B.


  1. Comparison with stored answer

Stored correct answer: B

Our derived answer is also B.

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