Success of maximum likelihood phylogeny inference in the four-taxon case |
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Authors: | Gaut BS; Lewis PO |
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Institution: | Department of Statistics, North Carolina State University. |
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Abstract: | We used simulated data to investigate a number of properties of maximum-
likelihood (ML) phylogenetic tree estimation for the case of four taxa.
Simulated data were generated under a broad range of conditions, including
wide variation in branch lengths, differences in the ratio of transition
and transversion substitutions, and the absence of presence of
gamma-distributed site-to-site rate variation. Data were analyzed in the ML
framework with two different substitution models, and we compared the
ability of the two models to reconstruct the correct topology. Although
both models were inconsistent for some branch-length combinations in the
presence of site-to-site variation, the models were efficient predictors of
topology under most simulation conditions. We also examined the performance
of the likelihood ratio (LR) test for significant positive interior branch
length. This test was found to be misleading under many simulation
conditions, rejecting too often under some simulation conditions. Under the
null hypothesis of zero length internal branch, LR statistics are assumed
to be asymptotically distributed chi 2(1); with limited data, the
distribution of LR statistics under the null hypothesis varies from chi
2(1).
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Keywords: | |
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