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NDA 2014
Exam
NDA
Year
2014
Subject
Mathematics
Chapter
Statistics

NDA 2014 · Mathematics · Statistics

Paragraph : The mean and standard deviation of 100 items are 50, 5...

Paragraph : The mean and standard deviation of 100 items are 50, 5 and that of 150 items are 40, 6 respectively.
Question : What is the combined standard deviation of all 250 items?

Options

  1. A7.1
  2. B7.3
  3. C7.5
  4. D7.7

Correct answer

C. 7.5

Step-by-step solution

Here, n1=100,xˉ1=50,σ1=5n2=150,xˉ2=40,σ2=6\begin{aligned} & n_1=100, \quad \bar{x}_1=50, \quad \sigma_1=5 \\ & n_2=150, \quad \bar{x}_2=40, \quad \sigma_2=6 \end{aligned} Combined SD=σ12=n1(σ12+D12)+n2(σ22+D22)n1+n2\mathrm{SD}=\sigma_{12}=\sqrt{\frac{n_1\left(\sigma_1^2+\mathrm{D}_1^2\right)+n_2\left(\sigma_2^2+\mathrm{D}_2^2\right)}{n_1+n_2}}σ12=100[52+(50−44)2]+150[62+(40−44)2]100+150=100[25+36]+150(36+16)250\begin{aligned} \sigma_{12} & =\sqrt{\frac{100\left[5^2+(50-44)^2\right]+}{\frac{150\left[6^2+(40-44)^2\right]}{100+150}}} \\ & =\sqrt{\frac{100[25+36]+150(36+16)}{250}} \end{aligned}\left[\begin{array}{l} \mathrm{D}_1=\left(\bar{x}_1-\bar{x}_{12}\right) \\ \mathrm{D}_2=\left(\bar{x}_2-\bar{x}_{12}\right) \end{array}\right]\begin{aligned} & =\sqrt{\frac{100 \times 61+150 \times 52}{250}} \\ & =\sqrt{\frac{6100+7800}{250}}=\sqrt{\frac{13900}{250}} \\ & =\sqrt{\frac{1390}{25}}=\sqrt{55.6}=7.45 \cong 7.5 \end{aligned}$$Hence,combinedstandarddeviationof250itemsHence, combined standard deviation of 250 items=7.5.
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