Accounting for uncertainty in the tree topology has little effect on the decision-theoretic approach to model selection in phylogeny estimation
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 …
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 …
substitution adopted must be selected in a statistically rigorous manner. Several model …
Performance-based selection of likelihood models for phylogeny estimation
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 …
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
The information criteria Akaike information criterion (AIC), AICc, and Bayesian information
criterion (BIC) are widely used for model selection in phylogenetics, however, their …
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
Almost all studies that estimate phylogenies from DNA sequence data under the maximum-
likelihood (ML) criterion employ an approximate approach. Most commonly, model …
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 …
model-based approaches begin dominating systematic biology, increased attention has …
ModelTeller: model selection for optimal phylogenetic reconstruction using machine learning
Statistical criteria have long been the standard for selecting the best model for phylogenetic
reconstruction and downstream statistical inference. Although model selection is regarded …
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
Background Explicit evolutionary models are required in maximum-likelihood and Bayesian
inference, the two methods that are overwhelmingly used in phylogenetic studies of DNA …
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 …
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 …
affects many, if not all, stages of phylogenetic inference. Here we discuss some fundamental …