• May 12th 2009, 04:23 AM
revolution2000
We have more information near the sample mean, than at x values far from $\bar X$.
BUT analyzing y at x=0 is pointless, so having a larger variance at x at 0 than at $x=\bar x$ makes sense.
when we set $x_-i=\bar x$ the variance term is minimized.