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Statistics question

2023 · 13 Apr · Shift 1 · Q38
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Statistics question

2023 · 13 Apr · Shift 1 · Q38

JEE MainMathematicsStatisticsNumerical+4 / −1

Let the mean of the data

xxx 1 3 5 7 9
Frequency (fff) 4 24 28 α\alphaα 8

be 5. If mmm and σ2\sigma^{2}σ2 are respectively the mean deviation about the mean and the variance of the data, then 3αm+σ2\frac{3 \alpha}{m+\sigma^{2}}m+σ23α​ is equal to ‾\underline{\hspace{2cm}}​

Numerical answer
View written solutionFree

Correct answer: 8

We are given the discrete data:

x13579f42428α8\begin{array}{c|ccccc} x & 1 & 3 & 5 & 7 & 9 \\ \hline f & 4 & 24 & 28 & \alpha & 8 \end{array}xf​14​324​528​7α​98​​

and its mean is 555.

We need to find:

3αm+σ2\frac{3\alpha}{m+\sigma^2}m+σ23α​

where mmm is the mean deviation about the mean and σ2\sigma^2σ2 is the variance.


1. Use the given mean to find α\alphaα

Mean of a frequency distribution is:

xˉ=∑fx∑f\bar{x}=\frac{\sum fx}{\sum f}xˉ=∑f∑fx​

Since mean is 555,

4(1)+24(3)+28(5)+α(7)+8(9)4+24+28+α+8=5\frac{4(1)+24(3)+28(5)+\alpha(7)+8(9)}{4+24+28+\alpha+8}=54+24+28+α+84(1)+24(3)+28(5)+α(7)+8(9)​=5

Now simplify numerator:

4+72+140+7α+72=288+7α4+72+140+7\alpha+72=288+7\alpha4+72+140+7α+72=288+7α

Denominator:

4+24+28+α+8=64+α4+24+28+\alpha+8=64+\alpha4+24+28+α+8=64+α

So,

288+7α64+α=5\frac{288+7\alpha}{64+\alpha}=564+α288+7α​=5 288+7α=320+5α288+7\alpha=320+5\alpha288+7α=320+5α 2α=322\alpha=322α=32 α=16\alpha=16α=16

2. Find mean deviation about the mean, mmm

Mean is 555, so

m=∑f∣x−5∣∑fm=\frac{\sum f|x-5|}{\sum f}m=∑f∑f∣x−5∣​

First compute ∣x−5∣|x-5|∣x−5∣:

  • For x=1x=1x=1, ∣1−5∣=4|1-5|=4∣1−5∣=4
  • For x=3x=3x=3, ∣3−5∣=2|3-5|=2∣3−5∣=2
  • For x=5x=5x=5, ∣5−5∣=0|5-5|=0∣5−5∣=0
  • For x=7x=7x=7, ∣7−5∣=2|7-5|=2∣7−5∣=2
  • For x=9x=9x=9, ∣9−5∣=4|9-5|=4∣9−5∣=4

Now multiply by frequencies:

∑f∣x−5∣=4⋅4+24⋅2+28⋅0+16⋅2+8⋅4\sum f|x-5|=4\cdot 4+24\cdot 2+28\cdot 0+16\cdot 2+8\cdot 4∑f∣x−5∣=4⋅4+24⋅2+28⋅0+16⋅2+8⋅4 =16+48+0+32+32=128=16+48+0+32+32=128=16+48+0+32+32=128

Total frequency:

N=4+24+28+16+8=80N=4+24+28+16+8=80N=4+24+28+16+8=80

Thus,

m=12880=85m=\frac{128}{80}=\frac{8}{5}m=80128​=58​

3. Find the variance, σ2\sigma^2σ2

Variance about the mean is:

σ2=∑f(x−5)2∑f\sigma^2=\frac{\sum f(x-5)^2}{\sum f}σ2=∑f∑f(x−5)2​

Now compute (x−5)2(x-5)^2(x−5)2:

  • For x=1x=1x=1, (1−5)2=16(1-5)^2=16(1−5)2=16
  • For x=3x=3x=3, (3−5)2=4(3-5)^2=4(3−5)2=4
  • For x=5x=5x=5, (5−5)2=0(5-5)^2=0(5−5)2=0
  • For x=7x=7x=7, (7−5)2=4(7-5)^2=4(7−5)2=4
  • For x=9x=9x=9, (9−5)2=16(9-5)^2=16(9−5)2=16

Therefore,

∑f(x−5)2=4⋅16+24⋅4+28⋅0+16⋅4+8⋅16\sum f(x-5)^2=4\cdot 16+24\cdot 4+28\cdot 0+16\cdot 4+8\cdot 16∑f(x−5)2=4⋅16+24⋅4+28⋅0+16⋅4+8⋅16 =64+96+0+64+128=352=64+96+0+64+128=352=64+96+0+64+128=352

So,

σ2=35280=225\sigma^2=\frac{352}{80}=\frac{22}{5}σ2=80352​=522​

4. Compute the required value

m+σ2=85+225=305=6m+\sigma^2=\frac{8}{5}+\frac{22}{5}=\frac{30}{5}=6m+σ2=58​+522​=530​=6

Also,

3α=3⋅16=483\alpha=3\cdot 16=483α=3⋅16=48

Hence,

3αm+σ2=486=8\frac{3\alpha}{m+\sigma^2}=\frac{48}{6}=8m+σ23α​=648​=8

5. Final answer

8\boxed{8}8​

This matches the stored correct answer.

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