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The Standard Deviation :: Population versus Sample Standard Deviation

Things to remember:
  1. σ is the population standard deviation which we usually don't know.
  2. s is the sample standard deviation which is an estimate of the unknown population standard deviation.
  3. We divide the sum of squares by 1 less than the sample size to account for the error in estimation from the sample standard deviation (called the degrees of freedom).

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