Literature DB >> 28087773

RWTY (R We There Yet): An R Package for Examining Convergence of Bayesian Phylogenetic Analyses.

Dan L Warren1, Anthony J Geneva2, Robert Lanfear1,3.   

Abstract

Bayesian inference using Markov chain Monte Carlo (MCMC) has become one of the primary methods used to infer phylogenies from sequence data. Assessing convergence is a crucial component of these analyses, as it establishes the reliability of the posterior distribution estimates of the tree topology and model parameters sampled from the MCMC. Numerous tests and visualizations have been developed for this purpose, but many of the most popular methods are implemented in ways that make them inconvenient to use for large data sets. RWTY is an R package that implements established and new methods for diagnosing phylogenetic MCMC convergence in a single convenient interface.
© The Author 2017. Published by Oxford University Press on behalf of the Society for Molecular Biology and Evolution. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Keywords:  MCMC; convergence; phylogenetics; stationarity; topology

Mesh:

Year:  2017        PMID: 28087773     DOI: 10.1093/molbev/msw279

Source DB:  PubMed          Journal:  Mol Biol Evol        ISSN: 0737-4038            Impact factor:   16.240


  46 in total

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