Module bio::stats::bayesian::model

A trait system for Bayesian statistical modelling.

Structs

• Model
  Bayesian model, consisting of a prior, a posterior and a likelihood model. Thereby, Payload is a custom payload of the model instance. This can be used to define custom caching mechanisms. See here for an example.
• ModelInstance
  Instance of a model for given data and event universe. From the instance, posterior, marginal and MAP can be computed.

Traits

• Likelihood
  Likelihood model.
• Marginal
  A trait for the exploration of the marginal distribution of the data.
• Posterior
  Posterior model.
• Prior
  Prior model.

Type Aliases

• JointProbUniverse