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https://doi.org/10.1098/rspa.2018.0568
Title: | Bridging trees for posterior inference on ancestral recombination graphs | Authors: | HEINE, K BESKOS, A JASRA, A BALDING, D DE IORIO, M |
Keywords: | Science & Technology Multidisciplinary Sciences Science & Technology - Other Topics ancestral recombination graph Markov chain Monte Carlo Bayesian inference coalescent tree scanning MINIMUM NUMBER RATES COALESCENT |
Issue Date: | 1-Dec-2018 | Publisher: | ROYAL SOC | Citation: | HEINE, K, BESKOS, A, JASRA, A, BALDING, D, DE IORIO, M (2018-12-01). Bridging trees for posterior inference on ancestral recombination graphs. PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES 474 (2220). ScholarBank@NUS Repository. https://doi.org/10.1098/rspa.2018.0568 | Abstract: | © 2018 The Author(s) Published by the Royal Society. All rights reserved. We present a new Markov chain Monte Carlo algorithm, implemented in the software Arbores, for inferring the history of a sample of DNA sequences. Our principal innovation is a bridging procedure, previously applied only for simple stochastic processes, in which the local computations within a bridge can proceed independently of the rest of the DNA sequence, facilitating large-scale parallelization. | Source Title: | PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | URI: | https://scholarbank.nus.edu.sg/handle/10635/155344 | ISSN: | 1364-5021 1471-2946 |
DOI: | 10.1098/rspa.2018.0568 |
Appears in Collections: | Staff Publications Elements |
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