no code implementations • 18 Feb 2024 • Marius Brusselmans, Luiz Max Carvalho, Samuel L. Hong, Jiansi Gao, Frederick A. Matsen IV, Andrew Rambaut, Philippe Lemey, Marc A. Suchard, Gytis Dudas, Guy Baele
Modern phylogenetics research is often performed within a Bayesian framework, using sampling algorithms such as Markov chain Monte Carlo (MCMC) to approximate the posterior distribution.
no code implementations • 12 May 2023 • Yuling Yao, Luiz Max Carvalho, Diego Mesquita, Yann McLatchie
Currently, these predictive distributions are almost exclusively combined using linear mixtures such as Bayesian model averaging, Bayesian stacking, and mixture of experts.
1 code implementation • 30 Apr 2020 • Luiz Max Carvalho, Joseph G. Ibrahim
Key-words: Doubly-intractable; elicitation; historical data; normalisation; power prior; sensitivity analysis.
Applications Methodology
1 code implementation • 5 May 2015 • Luiz Max Carvalho, Nuno Rodrigues Faria, Andres M. Perez, Marc A. Suchard, Philippe Lemey, Waldemir de Castro Silveira, Andrew Rambaut, Guy Baele
Although foot-and-mouth disease virus (FMDV) incidence has decreased in South America over the last years, the pathogen still circulates in the region and the risk of re-emergence in previously FMDV-free areas is a veterinary public health concern.