Possible Duplicate:
why is it so cool to square numbers? (in terms of finding the standard deviation)
My understanding is that the goal of using the square of E(x_i-X) is to give everything a positive sign. Why do we prefer squaring to the absolute value for this, or is it simply a historical "accident"? I know that metrics like absolute deviation exist.
