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JEE Main 202331 JanuaryEvening Shift
Exam
JEE Main
Year
2023
Date
31 January
Shift
Evening Shift
Subject
Mathematics
Chapter
Statistics

JEE Main 2023 · 31 January · Evening Shift · Mathematics · Statistics

Let the mean and standard deviation of marks of class A of 100...

Let the mean and standard deviation of marks of class A of 100100 students be respectively 4040 and α(>0)\alpha\left(> 0\right), and the mean and standard deviation of marks of class BB of nn students be respectively 5555 and 30−α30 - \alpha. If the mean and variance of the marks of the combined class of 100+n100 + n students are respectively 5050 and 350350 , then the sum of variances of classes AA and BB is

Options

  1. A500500
  2. B450450
  3. C650650
  4. D900900

Correct answer

A. 500500

Step-by-step solution

Let the mean is denoted by xi¯\overset{¯}{{x}_{i}}, variance by σi2{{\sigma}_{i}}^{2}, so standard deviation will be σi{\sigma}_{i}, now as per given data we get,

{ABA+Bx¯1=40x¯2=55x¯=50σ1=ασ2=30−ασ2=350n1=100n2=n100+n\begin{cases}A & & B & & A + B \\ \overset{¯}{x}1 = 40 & & \overset{¯}{x}2 = 55 & & \overset{¯}{x} = 50 \\ {\sigma}_{1} = \alpha & & {\sigma}_{2} = 30 - \alpha & & {\sigma}_{2} = 350 \\ {n}_{1} = 100 & & {n}_{2} = n & & 100 + n\end{cases}

So, using the formula of mean in A+BA + B we get,

x¯=100×40+55n100+n=50\overset{¯}{x} = \dfrac{100 \times 40 + 55n}{100 + n} = 50

⇒n=200⇒ n = 200

Now using the formula of variance we get,

σ12=∑xi2100−402=α2{\sigma}_{1}^{2} = \dfrac{∑ {x}_{i}^{2}}{100} - {40}^{2} = {\alpha}^{2}

And σ22=∑yi2200−552=(30−α)2{\sigma}_{2}^{2} = \dfrac{∑ {y}_{i}^{2}}{200} - {55}^{2} = {\left(30 - \alpha\right)}^{2}

So, variance of A+BA + B will be,

σ2=∑xi2+∑yi2300−502=3502{\sigma}^{2} = \dfrac{∑ {x}_{i}^{2} + ∑ {y}_{i}^{2}}{300} - {50}^{2} = {350}^{2}

⇒3502=(1600+α2)×100+[3025+(30−α)2]×200300−502⇒ {350}^{2} = \dfrac{\left(1600 + {\alpha}^{2}\right) \times 100 + \left[3025 + {\left(30 - \alpha\right)}^{2}\right] \times 200}{300} - {50}^{2}

⇒α2−40α+300=0⇒ {\alpha}^{2} - 40\alpha + 300 = 0

⇒α=10⇒ \alpha = 10 or 3030

And α=30\alpha = 30 is not possible

So, σ1+2σ2=2102+202=500{\sigma}_{1} + 2 {\sigma}_{2} = 2 {10}^{2} + {20}^{2} = 500

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