- 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