Published by:
CGP EDU Academic Team
Published on: September 12, 2026
The random error in the arithmetic mean of 100 observations is x ; then random error in the arithmetic mean of 400 observations would be
Text Solution
Verified by ExpertsThe correct answer is:
D
The random error in the arithmetic mean decreases as the sample size increases. The formula for the random error in the mean is given by \( \frac{s}{\sqrt{n}} \), where \(s\) is the standard deviation and \(n\) is the sample size.
Given that the random error for 100 observations is \(x\), we have:\
\( x = \frac{s}{\sqrt{100}} = \frac{s}{10} \)
Now, for 400 observations:
\( n = 400 \)
So, the random error becomes:
\( new\ random\ error = \frac{s}{\sqrt{400}} = \frac{s}{20} \)
Now, we relate this to \(x\):
\( \text{Random error for } 400\ observations = \frac{1}{2} \times x\)
Thus, the answer is \( \frac{1}{2} x \), which corresponds to Option D.
Given that the random error for 100 observations is \(x\), we have:\
\( x = \frac{s}{\sqrt{100}} = \frac{s}{10} \)
Now, for 400 observations:
\( n = 400 \)
So, the random error becomes:
\( new\ random\ error = \frac{s}{\sqrt{400}} = \frac{s}{20} \)
Now, we relate this to \(x\):
\( \text{Random error for } 400\ observations = \frac{1}{2} \times x\)
Thus, the answer is \( \frac{1}{2} x \), which corresponds to Option D.
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