Uses of Package
smile.stat.distribution

Packages that use smile.stat.distribution

Package	Description
smile.stat.distribution	Probability distributions.
smile.stat.hypothesis	Statistical hypothesis tests.

Classes in smile.stat.distribution used by smile.stat.distribution

Class and Description
AbstractDistribution This is the base class of univariate distributions.
AbstractMultivariateDistribution This is the base class of multivariate distributions.
DiscreteDistribution This is the base class of univariate discrete distributions.
DiscreteExponentialFamily The purpose of this interface is mainly to define the method M that is the Maximization step in the EM algorithm.
DiscreteMixture The finite mixture of discrete distributions.
DiscreteMixture.Component A component in the mixture distribution is defined by a distribution and its weight in the mixture.
Distribution Probability distribution of univariate random variable.
ExponentialFamily The exponential family is a class of probability distributions sharing a certain form.
ExponentialFamilyMixture The finite mixture of distributions from exponential family.
GaussianDistribution The normal distribution or Gaussian distribution is a continuous probability distribution that describes data that clusters around a mean.
Mixture A finite mixture model is a probabilistic model for density estimation using a mixture distribution.
Mixture.Component A component in the mixture distribution is defined by a distribution and its weight in the mixture.
MultivariateDistribution Probability distribution of multivariate random variable.
MultivariateExponentialFamily The purpose of this interface is mainly to define the method M that is the Maximization step in the EM algorithm.
MultivariateExponentialFamilyMixture The finite mixture of distributions from multivariate exponential family.
MultivariateMixture The finite mixture of multivariate distributions.
MultivariateMixture.Component A component in the mixture distribution is defined by a distribution and its weight in the mixture.

Classes in smile.stat.distribution used by smile.stat.hypothesis

Class and Description
Distribution Probability distribution of univariate random variable.