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Statistics question

2021 · 16 Mar · Shift 2 · Q44
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Statistics question

2021 · 16 Mar · Shift 2 · Q44

JEE MainMathematicsStatisticsNumerical+4 / −1
Consider the statistics of two sets of observations as follows :

Size Mean Variance
Observation I 10 2 2
Observation II n 3 1


If the variance of the combined set of these two observations is 179{{17} \over 9}917​, then the value of n is equal to ‾\underline{\hspace{2cm}}​.
Numerical answer
View written solutionFree

Correct answer: 5

  1. Given data

    We have two groups of observations:

    • Group I: size n1=10n_1=10n1​=10, mean μ1=2\mu_1=2μ1​=2, variance σ12=2\sigma_1^2=2σ12​=2
    • Group II: size n2=nn_2=nn2​=n, mean μ2=3\mu_2=3μ2​=3, variance σ22=1\sigma_2^2=1σ22​=1

    The variance of the combined data is given as σ2=179.\sigma^2=\frac{17}{9}.σ2=917​.

  2. Formula for combined mean

    If the combined mean is μ\muμ, then \mu=\frac{n_1\mu_1+n_2\mu_2}{n_1+n_2}= rac{10\cdot 2+n\cdot 3}{10+n}= rac{20+3n}{10+n}.

  3. Formula for combined variance

    The combined variance is σ2=n1(σ12+(μ1−μ)2)+n2(σ22+(μ2−μ)2)n1+n2.\sigma^2=\frac{n_1\big(\sigma_1^2+(\mu_1-\mu)^2\big)+n_2\big(\sigma_2^2+(\mu_2-\mu)^2\big)}{n_1+n_2}.σ2=n1​+n2​n1​(σ12​+(μ1​−μ)2)+n2​(σ22​+(μ2​−μ)2)​.

    Substitute the known values: 179=10(2+(2−μ)2)+n(1+(3−μ)2)10+n.\frac{17}{9}=\frac{10\left(2+(2-\mu)^2\right)+n\left(1+(3-\mu)^2\right)}{10+n}.917​=10+n10(2+(2−μ)2)+n(1+(3−μ)2)​.

  4. Compute 2−μ2-\mu2−μ and 3−μ3-\mu3−μ

    Since μ=20+3n10+n,\mu=\frac{20+3n}{10+n},μ=10+n20+3n​, we get 2-\mu=2-\frac{20+3n}{10+n}= rac{20+2n-20-3n}{10+n}=-\frac{n}{10+n}, so (2−μ)2=n2(10+n)2.(2-\mu)^2=\frac{n^2}{(10+n)^2}.(2−μ)2=(10+n)2n2​.

    Also, 3-\mu=3-\frac{20+3n}{10+n}= rac{30+3n-20-3n}{10+n}=\frac{10}{10+n}, so (3−μ)2=100(10+n)2.(3-\mu)^2=\frac{100}{(10+n)^2}.(3−μ)2=(10+n)2100​.

  5. Substitute into the variance formula

    179=10(2+n2(10+n)2)+n(1+100(10+n)2)10+n.\frac{17}{9}=\frac{10\left(2+\frac{n^2}{(10+n)^2}\right)+n\left(1+\frac{100}{(10+n)^2}\right)}{10+n}.917​=10+n10(2+(10+n)2n2​)+n(1+(10+n)2100​)​.

    Expand the numerator: =20+10n2(10+n)2+n+100n(10+n)210+n.=\frac{20+\frac{10n^2}{(10+n)^2}+n+\frac{100n}{(10+n)^2}}{10+n}.=10+n20+(10+n)210n2​+n+(10+n)2100n​​.

    Combine terms: =20+n+10n2+100n(10+n)210+n.=\frac{20+n+\frac{10n^2+100n}{(10+n)^2}}{10+n}.=10+n20+n+(10+n)210n2+100n​​.

    Factor the fraction term: 10n2+100n=10n(n+10),10n^2+100n=10n(n+10),10n2+100n=10n(n+10), hence 10n2+100n(10+n)2=10n(n+10)(10+n)2=10n10+n.\frac{10n^2+100n}{(10+n)^2}=\frac{10n(n+10)}{(10+n)^2}=\frac{10n}{10+n}.(10+n)210n2+100n​=(10+n)210n(n+10)​=10+n10n​.

    Therefore, 179=20+n+10n10+n10+n.\frac{17}{9}=\frac{20+n+\frac{10n}{10+n}}{10+n}.917​=10+n20+n+10+n10n​​.

  6. Simplify

    Write the numerator over a common denominator: 20+n+10n10+n=(20+n)(10+n)+10n10+n.20+n+\frac{10n}{10+n}=\frac{(20+n)(10+n)+10n}{10+n}.20+n+10+n10n​=10+n(20+n)(10+n)+10n​.

    So the whole expression becomes 179=(20+n)(10+n)+10n(10+n)2.\frac{17}{9}=\frac{(20+n)(10+n)+10n}{(10+n)^2}.917​=(10+n)2(20+n)(10+n)+10n​.

    Expand: (20+n)(10+n)=200+30n+n2,(20+n)(10+n)=200+30n+n^2,(20+n)(10+n)=200+30n+n2, hence 179=n2+40n+200(n+10)2.\frac{17}{9}=\frac{n^2+40n+200}{(n+10)^2}.917​=(n+10)2n2+40n+200​.

  7. Solve for nnn

    Cross-multiply: 9(n2+40n+200)=17(n+10)2.9(n^2+40n+200)=17(n+10)^2.9(n2+40n+200)=17(n+10)2.

    Expand both sides: 9n2+360n+1800=17(n2+20n+100)=17n2+340n+1700.9n^2+360n+1800=17(n^2+20n+100)=17n^2+340n+1700.9n2+360n+1800=17(n2+20n+100)=17n2+340n+1700.

    Rearranging: 0=17n2+340n+1700−9n2−360n−1800,0=17n^2+340n+1700-9n^2-360n-1800,0=17n2+340n+1700−9n2−360n−1800, 0=8n2−20n−100.0=8n^2-20n-100.0=8n2−20n−100.

    Divide by 444: 2n2−5n−25=0.2n^2-5n-25=0.2n2−5n−25=0.

    Solve: 2n2−5n−25=(2n+5)(n−5)=0.2n^2-5n-25=(2n+5)(n-5)=0.2n2−5n−25=(2n+5)(n−5)=0.

    Thus, n=5orn=−52.n=5 \quad \text{or} \quad n=-\frac{5}{2}.n=5orn=−25​.

    Since size of a set cannot be negative, n=5.n=5.n=5.

  8. Comparison with stored answer

    The derived answer is 555, which matches the stored correct answer.

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