Assertion: distribution | /r/CapableOf | play important role
Facets:
value: in hierarchical bayesian models
type: LOCATION
Source sentences:
text: This distribution plays an important role in hierarchical Bayesian models, because when doing inference over such models using methods such as Gibbs sampling or variational Bayes, Dirichlet prior distributions are often marginalized out.