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Bayesovská fylogenetická analýza×Fylogenetická analýza×Zarovnání sekvencí×
OborBioinformatikaBioinformatikaBioinformatika
RodinaProcess / pipelineProcess / pipelineProcess / pipeline
Rok vzniku1996–20011960s-1981 (distance trees ~1967; ML framework formalised 1981)1970 (global alignment); 1981 (local alignment)
TvůrceRannala & Yang (1996); operationalized by Huelsenbeck et al. (MrBayes, 2001)Joseph Felsenstein (maximum likelihood framework); Walter Fitch and Emanuel Margoliash (distance methods)Saul B. Needleman & Christian D. Wunsch (global); Temple F. Smith & Michael S. Waterman (local)
TypProbabilistic inference methodComputational inference methodComputational sequence analysis technique
Původní zdrojRonquist, F., & Huelsenbeck, J. P. (2003). MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics, 19(12), 1572–1574. DOI ↗Felsenstein, J. (2004). Inferring Phylogenies. Sinauer Associates. ISBN: 978-0878931774Needleman, S. B., & Wunsch, C. D. (1970). A general method applicable to the search for similarities in the amino acid sequence of two proteins. Journal of Molecular Biology, 48(3), 443–453. DOI ↗
Další názvyBayesian phylogenetics, Bayesian inference of phylogeny, MCMC phylogenetics, Bayesian molecular phylogeneticsmolecular phylogenetics, phylogenetic inference, evolutionary tree reconstruction, phylogenomicspairwise alignment, multiple sequence alignment, MSA, sequence comparison
Příbuzné356
ShrnutíBayesian phylogenetic analysis uses Bayes' theorem and Markov chain Monte Carlo (MCMC) sampling to estimate the posterior probability distribution over phylogenetic trees and model parameters given observed sequence data. Unlike bootstrapped maximum-likelihood methods that return a single best tree, Bayesian inference yields a credible set of trees with associated posterior probabilities, providing a principled measure of phylogenetic uncertainty. It is the dominant framework for estimating divergence times and ancestral relationships in molecular evolution.Phylogenetic analysis reconstructs the evolutionary history of organisms, genes, or proteins by comparing molecular sequence data and estimating the branching tree that best explains observed similarities and differences. Rooted in the work of Felsenstein and colleagues from the 1960s onward, it is a cornerstone technique in evolutionary biology, microbiology, epidemiology, and comparative genomics, supporting tasks from tracing viral outbreak origins to classifying novel species.Sequence alignment is a foundational bioinformatics technique that arranges two or more DNA, RNA, or protein sequences to reveal regions of similarity, infer evolutionary relationships, identify functional domains, and map sequencing reads to reference genomes. It underpins virtually every downstream genomic analysis, from variant calling and gene expression quantification to phylogenetics and structural annotation.
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ScholarGatePorovnat metody: Bayesian Phylogenetic Analysis · Phylogenetic Analysis · Sequence Alignment. Získáno 2026-06-17 z https://scholargate.app/cs/compare