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The mean and the standard deviation (s.d.) of five observations are 9 and 0, respectively. If one of the observations is changed such that the mean of the new set of five observations becomes 10, then their s.d. is:
  • a)
    2
  • b)
    4
  • c)
    0
  • d)
    1
Correct answer is option 'A'. Can you explain this answer?
Verified Answer
The mean and the standard deviation (s.d.) of five observations are 9 ...
Here mean = 

Now, standard deviation = 0
∴ all the five terms are same i.e., 9.
Now for changed observation

= 2
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Most Upvoted Answer
The mean and the standard deviation (s.d.) of five observations are 9 ...
Given:
Mean = 9
Standard Deviation = 0

To Find:
Standard Deviation of the new set of observations

Solution:
Let's assume the five observations as x1, x2, x3, x4, and x5.

Step 1:
We are given that the mean of the five observations is 9.
Therefore, we can write the equation:
(x1 + x2 + x3 + x4 + x5) / 5 = 9

Step 2:
We are given that the standard deviation of the five observations is 0.
Therefore, we can write the equation:
[(x1 - 9)^2 + (x2 - 9)^2 + (x3 - 9)^2 + (x4 - 9)^2 + (x5 - 9)^2] / 5 = 0

Step 3:
Now, let's assume one of the observations, let's say x1, is changed and the mean of the new set becomes 10.
Therefore, we can write the equation:
(x1 + x2 + x3 + x4 + x5) / 5 = 10

Step 4:
We need to find the new standard deviation.
Let's assume the new standard deviation as s.

Step 5:
Using the equation from Step 2, we can rewrite it as:
[(x1 - 9)^2 + (x2 - 9)^2 + (x3 - 9)^2 + (x4 - 9)^2 + (x5 - 9)^2] / 5 = 0

Now, substituting the equation from Step 3, we get:
[(x1 - 9)^2 + (x2 - 9)^2 + (x3 - 9)^2 + (x4 - 9)^2 + (x5 - 9)^2] / 5 = 0
[(x1 - 10 + 1)^2 + (x2 - 9)^2 + (x3 - 9)^2 + (x4 - 9)^2 + (x5 - 9)^2] / 5 = 0
[(x1 - 10)^2 + 1 + (x2 - 9)^2 + (x3 - 9)^2 + (x4 - 9)^2 + (x5 - 9)^2] / 5 = 0

Step 6:
Simplifying the equation, we get:
[(x1 - 10)^2 + (x2 - 9)^2 + (x3 - 9)^2 + (x4 - 9)^2 + (x5 - 9)^2] / 5 = -1

Since the numerator of the equation represents the sum of squares, it cannot be negative.
Therefore, the equation is not possible.

Conclusion:
Hence, the new set of observations cannot have a standard deviation other than 0.
Therefore, the correct answer is option 'C' - 0.
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The mean and the standard deviation (s.d.) of five observations are 9 and 0, respectively. If one of the observations is changed such that the mean of the new set of five observations becomes 10, then their s.d. is:a)2b)4c)0d)1Correct answer is option 'A'. Can you explain this answer?
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