Parsimony, likelihood, and the role of models in molecular phylogenetics.

Abstract:

:Methods such as maximum parsimony (MP) are frequently criticized as being statistically unsound and not being based on any "model." On the other hand, advocates of MP claim that maximum likelihood (ML) has some fundamental problems. Here, we explore the connection between the different versions of MP and ML methods, particularly in light of recent theoretical results. We describe links between the two methods--for example, we describe how MP can be regarded as an ML method when there is no common mechanism between sites (such as might occur with morphological data and certain forms of molecular data). In the process, we clarify certain historical points of disagreement between proponents of the two methodologies, including a discussion of several forms of the ML optimality criterion. We also describe some additional results that shed light on how much needs to be assumed about underlying models of sequence evolution in order to successfully reconstruct evolutionary trees.

journal_name

Mol Biol Evol

authors

Steel M,Penny D

doi

10.1093/oxfordjournals.molbev.a026364

subject

Has Abstract

pub_date

2000-06-01 00:00:00

pages

839-50

issue

6

eissn

0737-4038

issn

1537-1719

journal_volume

17

pub_type

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