Mathematics · Probability

JEE Main 2024 — 6 April, Shift 1 — Question 4

The mean and standard deviation of 20 observations are found to be 10 and 2 , respectively. On respectively, it was found that an observation by mistake was taken 8 instead of 12 . The correct standard deviation is

  1. Option A:

    3.86\sqrt{3.86}

  2. Option B:

    1.8

  3. Option C:

    3.96\sqrt{3.96}

    Correct
  4. Option D:

    1.94

Answer: C

Step-by-step solution

Mean (xˉ)=10(\bar{x})=10 ⇒Σxi20=10\Rightarrow \frac{\Sigma \mathrm{x}_{\mathrm{i}}}{20}=10

Σxi=10×20=200\Sigma \mathrm{x}_{\mathrm{i}}=10 \times 20=200

If 8 is replaced by 12 , then Σxi=200−8+12=204\Sigma x_{i}=200-8+12=204

∴\therefore Correct mean (x‾)=Σxi20(\overline{\mathrm{x}})=\frac{\Sigma \mathrm{x}_{\mathrm{i}}}{20}

=20420=10.2=\frac{204}{20}=10.2

∵\because Standard deviation =2=2

∴\therefore Variance =( S.D. )2=22=4=(\text { S.D. })^{2}=2^{2}=4

⇒Σxi220−(Σxi20)2=4\Rightarrow \frac{\Sigma \mathrm{x}_{\mathrm{i}}^{2}}{20}-\left(\frac{\Sigma \mathrm{x}_{\mathrm{i}}}{20}\right)^{2}=4

⇒∑xi220−(10)2=4\Rightarrow \frac{\sum \mathrm{x}_{\mathrm{i}}^{2}}{20}-(10)^{2}=4

⇒Σxi220=104\Rightarrow \frac{\Sigma \mathrm{x}_{\mathrm{i}}^{2}}{20}=104

⇒Σxi2=2080\Rightarrow \Sigma \mathrm{x}_{\mathrm{i}}^{2}=2080

Now, replaced ' 8 ' observations by ' 12 ' Then,

Σxi2=2080−82+122=2160\Sigma \mathrm{x}_{\mathrm{i}}^{2}=2080-8^{2}+12^{2}=2160

∴\therefore Variance of removing observations ⇒Σxi220−(Σxi20)2\Rightarrow \frac{\Sigma \mathrm{x}_{\mathrm{i}}^{2}}{20}-\left(\frac{\Sigma \mathrm{x}_{\mathrm{i}}}{20}\right)^{2}

⇒216020−(10.2)2\Rightarrow \frac{2160}{20}-(10.2)^{2}

⇒108−104.04\Rightarrow 108-104.04

⇒3.96\Rightarrow 3.96

Correct standard deviation

=3.96=\sqrt{3.96}

Answer key and solution verified before publishing.

Practise Probability

Start with this question, then two more from the same chapter — with a tutor that explains every step. Free.

Exam
JEE Main 2024
Subject
Mathematics
Chapter
Probability
Topic
Mean, variance, expected values of distributions
The mean and standard deviation of 20 observations are found to be 10… | JEE Main 2024 PYQ with Solution · DhiX AI