ReMASTER: improved phylodynamic simulation for BEAST 2.7

Summary Phylodynamic models link phylogenetic trees to biologically-relevant parameters such as speciation and extinction rates (macroevolution), effective population sizes and migration rates (ecology and phylogeography), and transmission and removal/recovery rates (epidemiology) to name a few. Bei...

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Vydáno v:Bioinformatics (Oxford, England) Ročník 40; číslo 1
Hlavní autor: Vaughan, Timothy G
Médium: Journal Article
Jazyk:angličtina
Vydáno: England Oxford University Press 02.01.2024
Oxford Publishing Limited (England)
Témata:
Algorithms
Applications Note
Availability
Epidemiology
Inference
Phylogenetics
Phylogeny
Population dynamics
Simulation
Source code
Speciation
Species extinction
ISSN:1367-4803, 1367-4811, 1367-4811
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Shrnutí:Summary Phylodynamic models link phylogenetic trees to biologically-relevant parameters such as speciation and extinction rates (macroevolution), effective population sizes and migration rates (ecology and phylogeography), and transmission and removal/recovery rates (epidemiology) to name a few. Being able to simulate phylogenetic trees and population dynamics under these models is the basis for (i) developing and testing of phylodynamic inference algorithms, (ii) performing simulation studies which quantify the biases stemming from model-misspecification, and (iii) performing so-called model adequacy assessments by simulating samples from the posterior predictive distribution. Here I introduce ReMASTER, a package for the phylogenetic inference platform BEAST 2 that provides a simple and efficient approach to specifying and simulating the phylogenetic trees and population dynamics arising from phylodynamic models. Being a component of BEAST 2 allows ReMASTER to also form the basis of joint simulation and inference analyses. ReMASTER is a complete rewrite of an earlier package, MASTER, and boasts improved efficiency, ease of use, flexibility of model specification, and deeper integration with BEAST 2. Availability and Implementation ReMASTER can be installed directly from the BEAST 2 package manager, and its documentation is available online at https://tgvaughan.github.io/remaster. ReMASTER is free software, and is distributed under version 3 of the GNU General Public License. The Java source code for ReMASTER is available from https://github.com/tgvaughan/remaster.
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ISSN:1367-4803
1367-4811
1367-4811
DOI:10.1093/bioinformatics/btae015