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Statistics question

2020 · 4 Sep · Shift 2 · Q23
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Statistics question

2020 · 4 Sep · Shift 2 · Q23

JEE MainMathematicsStatisticsNumerical+4 / −1
If the variance of the following frequency distribution : Class : 10–20 20–30 30–40 Frequency : 2 x 2 is 50, then x is equal to ‾\underline{\hspace{2cm}}​
Numerical answer
View written solutionFree

Correct answer: 4

  1. Class marks (mid-points)

For the classes 101010–202020, 202020–303030, 303030–404040, the class marks are:

15,  25,  3515,\; 25,\; 3515,25,35

The corresponding frequencies are:

2,  x,  22,\; x,\; 22,x,2

So total frequency is

N=2+x+2=x+4N = 2 + x + 2 = x+4N=2+x+2=x+4


  1. Mean of the distribution

By symmetry, since frequencies at 151515 and 353535 are equal, the mean is

xˉ=25\bar{x} = 25xˉ=25

(We can also verify using formula:)

xˉ=2(15)+x(25)+2(35)x+4=30+25x+70x+4=25x+100x+4=25\bar{x} = \frac{2(15) + x(25) + 2(35)}{x+4} = \frac{30 + 25x + 70}{x+4} = \frac{25x+100}{x+4} = 25xˉ=x+42(15)+x(25)+2(35)​=x+430+25x+70​=x+425x+100​=25


  1. Variance formula

Variance is

σ2=∑fi(mi−xˉ)2∑fi\sigma^2 = \frac{\sum f_i (m_i-\bar{x})^2}{\sum f_i}σ2=∑fi​∑fi​(mi​−xˉ)2​

Here,

  • for 151515: (15−25)2=100(15-25)^2 = 100(15−25)2=100
  • for 252525: (25−25)2=0(25-25)^2 = 0(25−25)2=0
  • for 353535: (35−25)2=100(35-25)^2 = 100(35−25)2=100

Therefore,

σ2=2(100)+x(0)+2(100)x+4\sigma^2 = \frac{2(100) + x(0) + 2(100)}{x+4}σ2=x+42(100)+x(0)+2(100)​

σ2=200+200x+4=400x+4\sigma^2 = \frac{200+200}{x+4} = \frac{400}{x+4}σ2=x+4200+200​=x+4400​

Given variance is 505050, so

400x+4=50\frac{400}{x+4} = 50x+4400​=50


  1. Solve for xxx

400=50(x+4)400 = 50(x+4)400=50(x+4)

400=50x+200400 = 50x + 200400=50x+200

200=50x200 = 50x200=50x

x=4x = 4x=4


  1. Final answer

4\boxed{4}4​

The derived answer matches the stored correct answer.

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