These complicated issues aside, there is a simpler reason not to use a
residual from a regression as the basis for further analyses.  If two
characters are under natural selection based on some combination -- such as
selection on a ratio between them -- then the current value of character Y
is a response, not to the current value of character X, but to its value in
the past.  Response to selection is not instant, so we'd really want to
regress Y on past values of X.  How far in the past depends on information
on the strength of selection.  We don't yet know that, and we don't have
values of X in the past.

Far better to make a joint analysis of selection on both of them.  Once one
takes the residual one has built in the assumption that the response of one
character to another is instantaneous, in effect that the selection
involved is infinitely strong and the heritabilities complete.

I believe that Hansen and Bartoszek have warned about this in a paper in
Systematic Biology in 2012.

Joe
----
Joe Felsenstein         [email protected]
 Department of Genome Sciences and Department of Biology,
 University of Washington, Box 355065, Seattle, WA 98195-5065 USA

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