P3: Phylogenetic posterior prediction in RevBayes
© The Author 2017. Published by Oxford University Press on behalf of the Society for Molecular Biology and Evolution. Tests of absolute model fit are crucial in model-based inference because poorly structured models can lead to biased parameter estimates. In Bayesian inference, posterior predictive simulations can be used to test absolute model fit. However, such tests have not been commonly practiced in phylogenetic inference due to a lack of convenient and flexible software. Here, we describe our newly implemented tests of model fit using posterior predictive testing, based on both data- and inference-based test statistics, in the phylogenetics software RevBayes. This new implementation makes a large spectrum of models available for use through a user-friendly and flexible interface.
Publication Source (Journal or Book title)
Molecular Biology and Evolution
Höhna, S., Coghill, L., Mount, G., Thomson, R., & Brown, J. (2018). P3: Phylogenetic posterior prediction in RevBayes. Molecular Biology and Evolution, 35 (4), 1028-1034. https://doi.org/10.1093/molbev/msx286