Bioinformatics · 2006 · 256 citations · 6 references
Life SciencesBioinformaticsEvolutionary BiologyMolecular EvolutionPhylogeneticsSequence AnalysisBayesian PhylogeneticsMolecular PhylogenyPhylogenetic InferencePhylogenetic Sequence AnalysisPhylogenetic Tree ReconstructionAlignment-based Phylogenetic InferenceBayesian Markov Chain Monte CarloBayesian Phylogenetic InferenceBayesian PhylogenyDna Sequence Data AnalysisMarkov Chain Monte Carlo InferenceNucleotide Substitution ModelsSubstitution Models
SUMMARY: BAli-Phy is a Bayesian posterior sampler that employs Markov chain Monte Carlo to explore the joint space of alignment and phylogeny given molecular sequence data. Simultaneous estimation eliminates bias toward inaccurate alignment guide-trees, employs more sophisticated substitution models during alignment and automatically utilizes information in shared insertion/deletions to help infer phylogenies. AVAILABILITY: Software is available for download at http://www.biomath.ucla.edu/msuchard/bali-phy.
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MRBAYES: Bayesian inference of phylogenetic trees
John P. Huelsenbeck, Fredrik Ronquist · Bioinformatics · 2001 · 22.2K citations · Full text
Markov Chains for Exploring Posterior Distributions
Luke Tierney · The Annals of Statistics · 1994 · 3.5K citations · Full text