Introduction to Research Design and Statistics

Proving that the sum of squared deviations about the sample mean is a minimum


Show that Σ(X - c)2 is a minimuum when c = .

Differentiate with respect to c.

Set derivative to zero and solve for c.

Let's try a different tack, suppose there is some value other than the sample mean, say (+c), for which the sum of squared deviation is a minimum. We will crank on the formula algebraically and see what happens. For any value of c different from zero the sum of squared deviation about this point, (+c), will be greater than the sum of squared deviations about .


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Phil Ender, 14sep0498