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Statistics question

2022 · 28 Jun · Shift 2 · Q42
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Statistics question

2022 · 28 Jun · Shift 2 · Q42

JEE MainMathematicsStatisticsNumerical+4 / −1
Suppose a class has 7 students. The average marks of these students in the mathematics examination is 62, and their variance is 20. A student fails in the examination if he/she gets less than 50 marks, then in worst case, the number of students can fail is ‾\underline{\hspace{2cm}}​.
Numerical answer
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Correct answer: 0

  1. Given data
  • Number of students: n=7n=7n=7
  • Mean marks: μ=62\mu=62μ=62
  • Variance: σ2=20\sigma^2=20σ2=20

So, ∑i=17xi=7⋅62=434\sum_{i=1}^7 x_i = 7\cdot 62 = 434∑i=17​xi​=7⋅62=434 and 17∑i=17(xi−62)2=20\frac{1}{7}\sum_{i=1}^7 (x_i-62)^2 = 2071​∑i=17​(xi​−62)2=20 which gives ∑i=17(xi−62)2=140.\sum_{i=1}^7 (x_i-62)^2 = 140.∑i=17​(xi​−62)2=140.

A student fails if his/her marks are less than 505050.


  1. How many students can fail at most?

If a student fails, then xi<50x_i<50xi​<50. Hence for every failing student, xi−62<−12.x_i-62 < -12.xi​−62<−12. So its squared deviation from the mean is (xi−62)2>122=144. (x_i-62)^2 > 12^2 = 144.(xi​−62)2>122=144.

That means each failing student contributes more than 144144144 to the sum ∑(xi−62)2.\sum (x_i-62)^2.∑(xi​−62)2.

But the total sum of squared deviations is only 140.140.140.

This is impossible even for one failing student, because one failing student alone would already require ∑(xi−62)2>144,\sum (x_i-62)^2 > 144,∑(xi​−62)2>144, which contradicts the given value 140140140.


  1. Conclusion

Therefore, in the worst case, the maximum number of students who can fail is 0.0.0.


  1. Comparison with stored answer

Stored correct answer: 000

Our derived answer is also 000, so they agree.

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