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Statistics question

2023 · 10 Apr · Shift 2 · Q28
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Statistics question

2023 · 10 Apr · Shift 2 · Q28

JEE MainMathematicsStatisticsMCQ+4 / −1

Let μ\muμ be the mean and σ\sigmaσ be the standard deviation of the distribution

xi{x_i}xi​ 0 1 2 3 4 5
fi{f_i}fi​ k+2k + 2k+2 2k2k2k k2−1{k^2} - 1k2−1 k2−1{k^2} - 1k2−1 k2+1{k^2} + 1k2+1 k−3k - 3k−3

where ∑fi=62\sum f_{i}=62∑fi​=62. If [x][x][x] denotes the greatest integer ≤x\leq x≤x, then [μ2+σ2]\left[\mu^{2}+\sigma^{2}\right][μ2+σ2] is equal to :

  1. A
    9
  2. B
    8
  3. C
    6
  4. D
    7
View written solutionFree

Correct answer: B

  1. Use the condition ∑fi=62\sum f_i=62∑fi​=62

Given frequencies:

f0=k+2,f1=2k,f2=k2−1,f3=k2−1,f4=k2+1,f5=k−3.\begin{aligned} f_0&=k+2,\\ f_1&=2k,\\ f_2&=k^2-1,\\ f_3&=k^2-1,\\ f_4&=k^2+1,\\ f_5&=k-3. \end{aligned}f0​f1​f2​f3​f4​f5​​=k+2,=2k,=k2−1,=k2−1,=k2+1,=k−3.​

So,

(k+2)+2k+(k2−1)+(k2−1)+(k2+1)+(k−3)=62.(k+2)+2k+(k^2-1)+(k^2-1)+(k^2+1)+(k-3)=62.(k+2)+2k+(k2−1)+(k2−1)+(k2+1)+(k−3)=62.

Simplifying,

3k2+4k−2=623k^2+4k-2=623k2+4k−2=62 3k2+4k−64=0.3k^2+4k-64=0.3k2+4k−64=0.

Factorizing,

3k2+16k−12k−64=03k^2+16k-12k-64=03k2+16k−12k−64=0 (3k+16)(k−4)=0.(3k+16)(k-4)=0.(3k+16)(k−4)=0.

Hence,

k=4ork=−163.k=4 \quad \text{or} \quad k=-\frac{16}{3}.k=4ork=−316​.

Since frequencies must be non-negative, k=−163k=-\frac{16}{3}k=−316​ is invalid. Therefore,

k=4.k=4.k=4.
  1. Write the frequency table

Substitute k=4k=4k=4:

xi012345fi681515171\begin{array}{c|cccccc} x_i & 0 & 1 & 2 & 3 & 4 & 5 \\\hline f_i & 6 & 8 & 15 & 15 & 17 & 1 \end{array}xi​fi​​06​18​215​315​417​51​​

Check:

6+8+15+15+17+1=62.6+8+15+15+17+1=62.6+8+15+15+17+1=62.
  1. Compute the mean μ\muμ
μ=∑fixi∑fi.\mu=\frac{\sum f_i x_i}{\sum f_i}.μ=∑fi​∑fi​xi​​.

Now,

∑fixi=0⋅6+1⋅8+2⋅15+3⋅15+4⋅17+5⋅1.\sum f_i x_i=0\cdot 6+1\cdot 8+2\cdot 15+3\cdot 15+4\cdot 17+5\cdot 1.∑fi​xi​=0⋅6+1⋅8+2⋅15+3⋅15+4⋅17+5⋅1. =0+8+30+45+68+5=156.=0+8+30+45+68+5=156.=0+8+30+45+68+5=156.

Thus,

μ=15662=7831.\mu=\frac{156}{62}=\frac{78}{31}.μ=62156​=3178​.
  1. Compute μ2+σ2\mu^2+\sigma^2μ2+σ2

Recall:

σ2=E(X2)−μ2.\sigma^2=E(X^2)-\mu^2.σ2=E(X2)−μ2.

So,

μ2+σ2=E(X2)=∑fixi2∑fi.\mu^2+\sigma^2=E(X^2)=\frac{\sum f_i x_i^2}{\sum f_i}.μ2+σ2=E(X2)=∑fi​∑fi​xi2​​.

Hence it is easier to calculate E(X2)E(X^2)E(X2) directly.

∑fixi2=02⋅6+12⋅8+22⋅15+32⋅15+42⋅17+52⋅1.\sum f_i x_i^2=0^2\cdot 6+1^2\cdot 8+2^2\cdot 15+3^2\cdot 15+4^2\cdot 17+5^2\cdot 1.∑fi​xi2​=02⋅6+12⋅8+22⋅15+32⋅15+42⋅17+52⋅1. =0+8+60+135+272+25=500.=0+8+60+135+272+25=500.=0+8+60+135+272+25=500.

Therefore,

μ2+σ2=50062=25031≈8.0645.\mu^2+\sigma^2=\frac{500}{62}=\frac{250}{31}\approx 8.0645.μ2+σ2=62500​=31250​≈8.0645.

So,

[μ2+σ2]=[25031]=8.\left[\mu^2+\sigma^2\right]=\left[\frac{250}{31}\right]=8.[μ2+σ2]=[31250​]=8.
  1. Evaluate options
  • A: 999 ❌
  • B: 888 ✅
  • C: 666 ❌
  • D: 777 ❌

Therefore, the correct option is B.

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