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Statistics question

2024 · 29 Jan · Shift 2 · Q38
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Statistics question

2024 · 29 Jan · Shift 2 · Q38

JEE MainMathematicsStatisticsMCQ+4 / −1
If the mean and variance of five observations are 245\frac{24}{5}524​ and 19425\frac{194}{25}25194​ respectively and the mean of the first four observations is 72\frac{7}{2}27​, then the variance of the first four observations in equal to
  1. A
    54\frac{5}{4}45​
  2. B
    45\frac{4}{5}54​
  3. C
    1054\frac{105}{4}4105​
  4. D
    7712\frac{77}{12}1277​
View written solutionFree

Correct answer: A

  1. Given data for 5 observations

Let the five observations be x1,x2,x3,x4,x5x_1,x_2,x_3,x_4,x_5x1​,x2​,x3​,x4​,x5​.

Their mean is xˉ=245\bar x=\frac{24}{5}xˉ=524​ and variance is σ2=19425.\sigma^2=\frac{194}{25}.σ2=25194​.

Using σ2=∑xi2n−xˉ2,\sigma^2=\frac{\sum x_i^2}{n}-\bar x^2,σ2=n∑xi2​​−xˉ2, for n=5n=5n=5, 19425=∑xi25−(245)2.\frac{194}{25}=\frac{\sum x_i^2}{5}-\left(\frac{24}{5}\right)^2.25194​=5∑xi2​​−(524​)2.

Now, (245)2=57625.\left(\frac{24}{5}\right)^2=\frac{576}{25}.(524​)2=25576​. So, 19425=∑xi25−57625\frac{194}{25}=\frac{\sum x_i^2}{5}-\frac{576}{25}25194​=5∑xi2​​−25576​ ∑xi25=194+57625=77025=1545.\frac{\sum x_i^2}{5}=\frac{194+576}{25}=\frac{770}{25}=\frac{154}{5}.5∑xi2​​=25194+576​=25770​=5154​. Hence, ∑xi2=154.\sum x_i^2=154.∑xi2​=154.

Also, sum of all 5 observations is x1+x2+x3+x4+x5=5⋅245=24.x_1+x_2+x_3+x_4+x_5=5\cdot \frac{24}{5}=24.x1​+x2​+x3​+x4​+x5​=5⋅524​=24.


  1. Use the mean of the first 4 observations

Given mean of first four observations is x1+x2+x3+x44=72.\frac{x_1+x_2+x_3+x_4}{4}=\frac{7}{2}.4x1​+x2​+x3​+x4​​=27​. Thus, x1+x2+x3+x4=4⋅72=14.x_1+x_2+x_3+x_4=4\cdot \frac{7}{2}=14.x1​+x2​+x3​+x4​=4⋅27​=14.

Therefore, x5=24−14=10.x_5=24-14=10.x5​=24−14=10.


  1. Find sum of squares of the first 4 observations

Since x12+x22+x32+x42+x52=154,x_1^2+x_2^2+x_3^2+x_4^2+x_5^2=154,x12​+x22​+x32​+x42​+x52​=154, and x5=10x_5=10x5​=10, we get x12+x22+x32+x42=154−102=154−100=54.x_1^2+x_2^2+x_3^2+x_4^2=154-10^2=154-100=54.x12​+x22​+x32​+x42​=154−102=154−100=54.


  1. Compute variance of the first 4 observations

Mean of first four observations is yˉ=72.\bar y=\frac{7}{2}.yˉ​=27​.

If their variance is vvv, then v=x12+x22+x32+x424−(72)2.v=\frac{x_1^2+x_2^2+x_3^2+x_4^2}{4}-\left(\frac{7}{2}\right)^2.v=4x12​+x22​+x32​+x42​​−(27​)2.

Substitute values: v=544−494v=\frac{54}{4}-\frac{49}{4}v=454​−449​ v=54.v=\frac{5}{4}.v=45​.


  1. Check options

The required variance is 54.\boxed{\frac{5}{4}}.45​​. So the correct option is A.

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