Scalable gradients enable Hamiltonian Monte Carlo sampling for phylodynamic inference under episodic birth-death-sampling models.

Birth-death models play a key role in phylodynamic analysis for their interpretation in terms of key epidemiological parameters. In particular, models with piecewise-constant rates varying at different epochs in time, to which we refer as episodic birth-death-sampling (EBDS) models, are valuable for...

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Bibliographic Details
Main Authors: Yucai Shao, Andrew F Magee, Tetyana I Vasylyeva, Marc A Suchard
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-03-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1011640
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