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Inconsistency of parsimony under the multispecies coalescent
Daniel A Rickert1, Louis Wai-Tong Fan2, Matthew W Hahn3
1Department of Mathematics, Indiana University, 831 E 3rd St, 47405, Bloomington, IN, USA; Department of Biology, Indiana University, 1001 E 3rd St, 47405, Bloomington, IN, USA.
Parsimony, a method for inferring evolutionary trees, can be statistically inconsistent under the multispecies coalescent (MSC) model. This study reveals specific conditions where parsimony methods fail, particularly for larger or unrooted trees.
Area of Science:
- Phylogenetics
- Evolutionary Biology
- Computational Biology
Background:
- Parsimony is a common phylogenetic inference method, but its statistical consistency under the multispecies coalescent (MSC) model is not fully understood.
- Previous research shows conflicting results regarding parsimony's consistency under MSC, particularly concerning the number of taxa and tree rooting.
Purpose of the Study:
- To investigate the statistical consistency of concatenated parsimony under the multispecies coalescent (MSC) model for various tree sizes and rootings.
- To develop a novel method for calculating expected internal branch lengths of gene trees under MSC to assess parsimony's performance.
Main Methods:
- Developed a technique to compute expected internal branch lengths of gene trees under the MSC.
- Analyzed the parameter space of species trees to identify conditions leading to concatenated parsimony inconsistency.
Main Results:
- Concatenated parsimony is statistically consistent for unrooted 5-taxa trees under MSC.
- Identified regions of statistical inconsistency for concatenated parsimony in rooted trees with 5 or more taxa and unrooted trees with 6 or more taxa under MSC.
Conclusions:
- Parsimony methods are not universally dependable for phylogenetic inference under the multispecies coalescent model.
- The findings highlight the limitations of parsimony, especially for complex evolutionary scenarios involving more than 5 taxa or unrooted trees.
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