Modes, Medians and Means: A Unifying Perspective
Is there any fundamental reason to measure discrepancy by abs(s - x_i)^2 rather than say by abs(s - x_i)^1.5? Is something special about 2 in this context, or is it just a social convention that seems to work pretty well?