Hi,
  I'm trying to implement some regression diagnostics. One of the
diagnostics (leverage) requires the hat matrix.

I'm a little confused regarding the nature of this matrix. Is it supposed
to be derived from the augmented matrix (ie the design matrix with a first
column of ones) or is it derived from the design matrix?

Now we know that leverage values are the diagonal elements of the hat
matrix, so if the hat matrix is derived from the augmented matrix then
what does item does H(0,0) give the leverage for? (Since in this case
H(1,1) would give me the leverage for Observation 1, H(2,2) for
Observation 2 and so on)

TIA
.
.
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