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Statistics question

2023 · 30 Jan · Shift 1 · Q39
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Statistics question

2023 · 30 Jan · Shift 1 · Q39

JEE MainMathematicsStatisticsNumerical+4 / −1
The mean and variance of 7 observations are 8 and 16 respectively. If one observation 14 is omitted and a and b are respectively mean and variance of remaining 6 observation, then a+3b−5\mathrm{a+3 b-5}a+3b−5 is equal to ‾\underline{\hspace{2cm}}​.
Numerical answer
View written solutionFree

Correct answer: 37

  1. Given data for 7 observations

    Mean =8=8=8, so the sum of all 7 observations is S7=7×8=56.S_7 = 7\times 8 = 56.S7​=7×8=56.

    Variance =16=16=16.

    Using σ2=∑xi2n−xˉ2,\sigma^2 = \frac{\sum x_i^2}{n} - \bar{x}^2,σ2=n∑xi2​​−xˉ2, we get 16=∑xi27−82.16 = \frac{\sum x_i^2}{7} - 8^2.16=7∑xi2​​−82.

    So, 16=∑xi27−6416 = \frac{\sum x_i^2}{7} - 6416=7∑xi2​​−64 ∑xi27=80\frac{\sum x_i^2}{7} = 807∑xi2​​=80 ∑xi2=560.\sum x_i^2 = 560.∑xi2​=560.

  2. Omit the observation 141414

    For the remaining 6 observations:

    Sum becomes S6=56−14=42.S_6 = 56 - 14 = 42.S6​=56−14=42.

    Hence their mean is a=426=7.a = \frac{42}{6} = 7.a=642​=7.

  3. Find sum of squares for remaining 6 observations

    ∑xi2=560−142=560−196=364.\sum x_i^2 = 560 - 14^2 = 560 - 196 = 364.∑xi2​=560−142=560−196=364.

  4. Find variance bbb of remaining 6 observations

    Again, b=3646−72.b = \frac{364}{6} - 7^2.b=6364​−72.

    Compute: 3646=1823.\frac{364}{6} = \frac{182}{3}.6364​=3182​.

    Therefore, b=1823−49=1823−1473=353.b = \frac{182}{3} - 49 = \frac{182}{3} - \frac{147}{3} = \frac{35}{3}.b=3182​−49=3182​−3147​=335​.

  5. Compute the required expression

    a+3b−5=7+3(353)−5a+3b-5 = 7 + 3\left(\frac{35}{3}\right) - 5a+3b−5=7+3(335​)−5 =7+35−5=37.= 7 + 35 - 5 = 37.=7+35−5=37.

  6. Comparison with stored answer

    Derived answer =37=37=37, which matches the stored correct answer.

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