How is the sample standard deviation derived from the sample variance?
The sample standard deviation is derived by taking the non-negative square root of the corrected sample variance. Since the sample variance for this dataset is 36, the sample standard deviation is .
Conditions
- The corrected sample variance has been calculated.
- The square root taken is the principal (non-negative) root.
Reasoning, step by step
- Identify the calculated sample variance .
- Apply the definition of sample standard deviation: .
- Calculate the square root: .
Example
The screen displays "The sample standard deviation is S = √".
Common misconceptions
- Reporting the variance (36) as the standard deviation.
- Taking the negative square root (-6), although standard deviation is defined as non-negative.
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