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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 36=6\sqrt{36} = 6.

Conditions

  • The corrected sample variance S2S^2 has been calculated.
  • The square root taken is the principal (non-negative) root.

Reasoning, step by step

  1. Identify the calculated sample variance S2=36S^2 = 36.
  2. Apply the definition of sample standard deviation: S=S2S = \sqrt{S^2}.
  3. Calculate the square root: S=36=6S = \sqrt{36} = 6.

Example

The screen displays "The sample standard deviation is S = √36=636 = 6".

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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