- normal :: Expr -> Expr -> BayesianNetwork Expr
- standardUniform :: BayesianNetwork Expr
- uniform :: Expr -> Expr -> BayesianNetwork Expr
- bernoulli :: Expr -> BayesianNetwork Expr
- beta :: Expr -> Expr -> BayesianNetwork Expr
- dgamma :: Expr -> Expr -> BayesianNetwork Expr
- chiSquare :: Expr -> BayesianNetwork Expr
- dexp :: Expr -> BayesianNetwork Expr
- studentT :: Expr -> BayesianNetwork Expr
- symDirichlet :: Int -> Expr -> BayesianNetwork [Expr]
- improperUniform :: BayesianNetwork Expr
- improperScale :: BayesianNetwork Expr

# Documentation

normal :: Expr -> Expr -> BayesianNetwork ExprSource

A normal distribution, with a mean and precision

standardUniform :: BayesianNetwork ExprSource

uniform :: Expr -> Expr -> BayesianNetwork ExprSource

bernoulli :: Expr -> BayesianNetwork ExprSource

A Bernoulli distribution with a mean

beta :: Expr -> Expr -> BayesianNetwork ExprSource

A beta distribution with the given prior sample sizes.

dgamma :: Expr -> Expr -> BayesianNetwork ExprSource

A gamma distribution with the given prior sample sizes.

chiSquare :: Expr -> BayesianNetwork ExprSource

A chi-square distribution with the given degrees of freedom.

dexp :: Expr -> BayesianNetwork ExprSource

An exponential distribution with the given rate (inverse scale)

studentT :: Expr -> BayesianNetwork ExprSource

A Student's T distribution, given the degrees of freedom.

symDirichlet :: Int -> Expr -> BayesianNetwork [Expr]Source

improperUniform :: BayesianNetwork ExprSource

An improper uniform distribution; has no impact on likelihood

improperScale :: BayesianNetwork ExprSource