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If the standard deviation of the observa...

If the standard deviation of the observations `-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5` is `sqrt10.` The standard devision of the observations 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25 will be

A

`sqrt 10 + 20`

B

`sqrt10 + 10`

C

`sqrt10`

D

None of these

Text Solution

AI Generated Solution

The correct Answer is:
To find the standard deviation of the observations \(15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25\) given that the standard deviation of the observations \(-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5\) is \(\sqrt{10}\), we can follow these steps: ### Step 1: Understand the relationship between the two sets of observations The first set of observations is \(-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5\). The second set of observations is \(15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25\). ### Step 2: Identify the transformation Notice that each element in the second set can be obtained by adding \(20\) to each element in the first set: - \(-5 + 20 = 15\) - \(-4 + 20 = 16\) - \(-3 + 20 = 17\) - \(-2 + 20 = 18\) - \(-1 + 20 = 19\) - \(0 + 20 = 20\) - \(1 + 20 = 21\) - \(2 + 20 = 22\) - \(3 + 20 = 23\) - \(4 + 20 = 24\) - \(5 + 20 = 25\) ### Step 3: Apply the property of standard deviation When a constant is added to each observation in a dataset, the standard deviation remains unchanged. Therefore, the standard deviation of the second set of observations will be the same as that of the first set. ### Step 4: Conclude the standard deviation Since the standard deviation of the first set is given as \(\sqrt{10}\), the standard deviation of the second set will also be: \[ \text{Standard Deviation of } (15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25) = \sqrt{10} \] ### Final Answer The standard deviation of the observations \(15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25\) is \(\sqrt{10}\). ---
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