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Statistics question

2020 · 6 Sep · Shift 2 · Q27
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Statistics question

2020 · 6 Sep · Shift 2 · Q27

JEE MainMathematicsStatisticsNumerical+4 / −1
Consider the data on x taking the values 0, 2, 4, 8,....., 2n with frequencies nC0 , nC1 , nC2 ,...., nCn respectively. If the mean of this data is 7282n{{728} \over {{2^n}}}2n728​, then n is equal to ‾\underline{\hspace{2cm}}​ .
Numerical answer
View written solutionFree

Correct answer: QUESTION APPEARS INCORRECT: FOR THIS DISTRIBUTION, MEAN = N, SO WE NEED N2^N = 728, WHICH HAS NO INTEGER SOLUTION.

  1. Interpret the data

The values of xxx are 0,2,4,6,…,2n0,2,4,6,\dots,2n0,2,4,6,…,2n with corresponding frequencies (n0),(n1),(n2),…,(nn).\binom n0,\binom n1,\binom n2,\dots,\binom nn.(0n​),(1n​),(2n​),…,(nn​).

So for the value x=2rx=2rx=2r, the frequency is (nr)\binom nr(rn​), where r=0,1,2,…,nr=0,1,2,\dots,nr=0,1,2,…,n.


  1. Formula for mean

Mean of a frequency distribution is xˉ=∑fixi∑fi.\bar x=\frac{\sum f_i x_i}{\sum f_i}.xˉ=∑fi​∑fi​xi​​.

Here, ∑fi=∑r=0n(nr)=2n.\sum f_i=\sum_{r=0}^n \binom nr = 2^n.∑fi​=∑r=0n​(rn​)=2n.

Also, ∑fixi=∑r=0n(nr)(2r)=2∑r=0nr(nr).\sum f_i x_i=\sum_{r=0}^n \binom nr (2r)=2\sum_{r=0}^n r\binom nr.∑fi​xi​=∑r=0n​(rn​)(2r)=2∑r=0n​r(rn​).

We use the standard identity ∑r=0nr(nr)=n2n−1.\sum_{r=0}^n r\binom nr = n2^{n-1}.∑r=0n​r(rn​)=n2n−1.

Therefore, ∑fixi=2⋅n2n−1=n2n.\sum f_i x_i = 2\cdot n2^{n-1}=n2^n.∑fi​xi​=2⋅n2n−1=n2n.

Hence the mean is xˉ=n2n2n=n.\bar x=\frac{n2^n}{2^n}=n.xˉ=2nn2n​=n.


  1. Compare with the given mean

Given mean is 7282n.\frac{728}{2^n}.2n728​.

So, n=7282n.n=\frac{728}{2^n}.n=2n728​.

Thus, n2n=728.n2^n=728.n2n=728.

Now check powers of 222: 728=8⋅91=23⋅91.728=8\cdot 91=2^3\cdot 91.728=8⋅91=23⋅91.

Try integer values of nnn:

  • For n=3n=3n=3, n2n=3⋅8=24n2^n=3\cdot 8=24n2n=3⋅8=24
  • For n=4n=4n=4, 4⋅16=644\cdot 16=644⋅16=64
  • For n=5n=5n=5, 5⋅32=1605\cdot 32=1605⋅32=160
  • For n=6n=6n=6, 6⋅64=3846\cdot 64=3846⋅64=384
  • For n=7n=7n=7, 7⋅128=8967\cdot 128=8967⋅128=896

There is no integer nnn such that n2n=728.n2^n=728.n2n=728.


  1. Check the stored answer 666

If n=6n=6n=6, then the mean should be xˉ=n=6.\bar x=n=6.xˉ=n=6.

But the given expression becomes 72826=72864=11.375,\frac{728}{2^6}=\frac{728}{64}=11.375,26728​=64728​=11.375, which is not equal to 666.

So the stored answer 666 does not satisfy the given question.


  1. Conclusion

From the data, the mean is always nnn. Equating with 7282n\dfrac{728}{2^n}2n728​ gives n2n=728,n2^n=728,n2n=728, which has no integer solution.

Therefore, the question as stated appears to contain an error, and the stored answer 666 is inconsistent with the given mean.

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