"...the sum of squares removed by fitting..."






On p. 63 of W. J. Ewens' "Mathematical Population Genetics, v. 1",
the author uses the phrase "the sum of squares removed by fitting",
which I don't understand. FWIW here's the full sentence, rendered
in bright LaTeX:

Standard regression theory shows that the sum of squares removed
by fitting the $\alpha_j$ values in (2.57), that is the additive
genetic variance $\sigma_A^2$, is given by
\begin{equation}
\sigma_A^2 = 2 \sum_u x_u a_u \alpha_u .
\end{equation}

The context is the computation of a set of coefficients $\alpha_1,
...., \alpha_k$, called the "average effects", by a least-squares procedure.

I can *guess* possible meanings for what the author's phrase, but
in any can't figure out how to derive the expression above. The
author says this stuff is standard, but I can't find it in my stats
book (it could be there under a different guise, though). Where
can I find a more explicit derivation of this "sum of squares
removed by fitting"?

TIA!

kj
--
NOTE: In my address everything before the first period is backwards;
and the last period, and everything after it, should be discarded.
.



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