2 papers
q-bio.PE2018
19 dubious ways to compute the marginal likelihood of a phylogenetic tree topology
Mathieu Fourment, Andrew F. Magee, Chris Whidden +3
The marginal likelihood of a model is a key quantity for assessing the evidence provided by the data in support of a model. The marginal likelihood is the normalizing constant for…
q-bio.PE2017
Probabilistic Path Hamiltonian Monte Carlo
Vu Dinh, Arman Bilge, Cheng Zhang +1
Hamiltonian Monte Carlo (HMC) is an efficient and effective means of sampling posterior distributions on Euclidean space, which has been extended to manifolds with boundary. Howeve…