Ph. Harvey et A. Rambaut, PHYLOGENETIC EXTINCTION RATES AND COMPARATIVE METHODOLOGY, Proceedings - Royal Society. Biological Sciences, 265(1406), 1998, pp. 1691-1696
Species are not independent points for comparative analyses because cl
osely related species share more evolutionary history and are therefor
e more similar to each other than distantly related species. The exten
t to which independent-contrast analysis reduces type I and type II st
atistical error in comparison with cross-species analysis depends on t
he relative branch lengths in the phylogenetic tree: as deeper branche
s get relatively long, cross-species analyses have more statistical ty
pe I and type II error. Phylogenetic trees reconstructed from extant s
pecies, under the assumptions of a branching process with speciation (
branching) and extinction rates remaining constant through time, will
have relatively longer deep branches as the extinction rate increases
relative to the speciation rate. We compare the statistical performanc
e of cross-species and independent-contrast analyses with varying rela
tive extinction rates, and conclude that cross-species comparisons hav
e unacceptable statistical performance, particularly when extinction r
ates are relatively high.