If the total number of observations is $20, \sum x_i=1000$ and $\sum x_i^2=84000$, then the variance of the…
If the total number of observations is $20, \sum x_i=1000$ and $\sum x_i^2=84000$, then the variance of the distribution is
- 1500
- 1600
- 1700
- 1800
Solution
Given number of observation is 20 .
$
\begin{aligned}
& \mathrm{x}=20, \sum \mathrm{x}_{\mathrm{i}}=1000 \text { and } \sum \mathrm{x}_{\mathrm{i}}^2=84000 \\
& \sigma^2=\frac{1}{\mathrm{x}} \sum_{\mathrm{i}=1}^{\mathrm{x}}\left(\mathrm{x}_{\mathrm{i}}-\overline{\mathrm{x}}\right)^2 \\
& =\frac{1}{\mathrm{x}} \sum_{\mathrm{i}=1}^{\mathrm{x}}\left(\mathrm{x}_1^2+\overline{\mathrm{x}}^2-2 \mathrm{x}_{\mathrm{i}} \overline{\mathrm{x}}\right) \\
& \sigma^2=\frac{1}{\mathrm{x}} \sum \mathrm{x}_{\mathrm{i}}^2-\overline{\mathrm{x}}^2=\frac{1}{\mathrm{x}} \sum \mathrm{x}_{\mathrm{i}}^2-\left(\frac{1}{\mathrm{x}} \sum \mathrm{x}_{\mathrm{i}}\right)^2 \\
& \sigma^2=\frac{1}{20} \times 84000-\left(\frac{1}{20} \times 1000\right)^2 \\
& \sigma^2=4200-2500=1700
\end{aligned}
$
Asked in: AP EAMCET 2022 (06 Jul Shift 1)
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