Accounting for uncertainty in the tree topology has little effect on the decision-theoretic approach to model selection in phylogeny estimation

Z Abdo, VN Minin, P Joyce… - Molecular Biology and …, 2005 - academic.oup.com
Currently available methods for model selection used in phylogenetic analysis are based on
an initial fixed-tree topology. Once a model is picked based on this topology, a rigorous …

Does choice in model selection affect maximum likelihood analysis?

J Ripplinger, J Sullivan - Systematic biology, 2008 - academic.oup.com
In order to have confidence in model-based phylogenetic analysis, the model of nucleotide
substitution adopted must be selected in a statistically rigorous manner. Several model …

Performance-based selection of likelihood models for phylogeny estimation

V Minin, Z Abdo, P Joyce, J Sullivan - Systematic biology, 2003 - academic.oup.com
Phylogenetic estimation has largely come to rely on explicitly model-based methods. This
approach requires that a model be chosen and that that choice be justified. To date …

On the use of information criteria for model selection in phylogenetics

E Susko, AJ Roger - Molecular biology and evolution, 2020 - academic.oup.com
The information criteria Akaike information criterion (AIC), AICc, and Bayesian information
criterion (BIC) are widely used for model selection in phylogenetics, however, their …

Evaluating the performance of a successive-approximations approach to parameter optimization in maximum-likelihood phylogeny estimation

J Sullivan, Z Abdo, P Joyce… - Molecular Biology and …, 2005 - academic.oup.com
Almost all studies that estimate phylogenies from DNA sequence data under the maximum-
likelihood (ML) criterion employ an approximate approach. Most commonly, model …

Model selection in phylogenetics

J Sullivan, P Joyce - Annu. Rev. Ecol. Evol. Syst., 2005 - annualreviews.org
▪ Abstract Investigation into model selection has a long history in the statistical literature. As
model-based approaches begin dominating systematic biology, increased attention has …

ModelTeller: model selection for optimal phylogenetic reconstruction using machine learning

S Abadi, O Avram, S Rosset, T Pupko… - Molecular biology and …, 2020 - academic.oup.com
Statistical criteria have long been the standard for selecting the best model for phylogenetic
reconstruction and downstream statistical inference. Although model selection is regarded …

Performance of criteria for selecting evolutionary models in phylogenetics: a comprehensive study based on simulated datasets

A Luo, H Qiao, Y Zhang, W Shi, SYW Ho, W Xu… - BMC evolutionary …, 2010 - Springer
Background Explicit evolutionary models are required in maximum-likelihood and Bayesian
inference, the two methods that are overwhelmingly used in phylogenetic studies of DNA …

[PDF][PDF] Phylogenetic model choice: justifying a species tree or concatenation analysis

JD McVay, BC Carstens - J Phylogen Evolution Biol, 2013 - carstenslab.osu.edu
There are two paradigms for the phylogenetic analysis of multi-locus sequence data: one
which forces all genes to share the same underlying history, and another that allows genes …

Model selection and model averaging in phylogenetics: advantages of Akaike information criterion and Bayesian approaches over likelihood ratio tests

D Posada, TR Buckley - Systematic biology, 2004 - academic.oup.com
Abstract Model selection is a topic of special relevance in molecular phylogenetics that
affects many, if not all, stages of phylogenetic inference. Here we discuss some fundamental …