Sample Standard Deviation In Terms of Sum and Square Sum of Samples
I'm going to derive the formula for the sample standard deviation in terms of the sum and the sum of squares.
Let us start from the formula,
Expand the expression inside the summation to obtain:
Notice
Hence,
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