Uses of Class
smile.stat.distribution.DiscreteDistribution

Packages that use DiscreteDistribution

Package	Description
smile.stat.distribution	Probability distributions.

Uses of DiscreteDistribution in smile.stat.distribution

Subclasses of DiscreteDistribution in smile.stat.distribution

Modifier and Type	Class and Description
class	BernoulliDistribution Bernoulli distribution is a discrete probability distribution, which takes value 1 with success probability p and value 0 with failure probability q = 1 - p.
class	BinomialDistribution The binomial distribution is the discrete probability distribution of the number of successes in a sequence of n independent yes/no experiments, each of which yields success with probability p.
class	DiscreteExponentialFamilyMixture The finite mixture of distributions from discrete exponential family.
class	DiscreteMixture The finite mixture of discrete distributions.
class	EmpiricalDistribution An empirical distribution function or empirical cdf, is a cumulative probability distribution function that concentrates probability 1/n at each of the n numbers in a sample.
class	GeometricDistribution The geometric distribution is a discrete probability distribution of the number X of Bernoulli trials needed to get one success, supported on the set {1, 2, 3, …}.
class	HyperGeometricDistribution The hypergeometric distribution is a discrete probability distribution that describes the number of successes in a sequence of n draws from a finite population without replacement, just as the binomial distribution describes the number of successes for draws with replacement.
class	NegativeBinomialDistribution Negative binomial distribution arises as the probability distribution of the number of successes in a series of independent and identically distributed Bernoulli trials needed to get a specified (non-random) number r of failures.
class	PoissonDistribution Poisson distribution expresses the probability of a number of events occurring in a fixed period of time if these events occur with a known average rate and independently of the time since the last event.
class	ShiftedGeometricDistribution The "shifted" geometric distribution is a discrete probability distribution of the number of failures before the first success, supported on the set {0, 1, 2, 3, …}.

Fields in smile.stat.distribution declared as DiscreteDistribution

Modifier and Type	Field and Description
DiscreteDistribution	DiscreteMixture.Component.distribution The distribution of component.