Extreme.Statistics.Distributions Namespace

The Extreme.Statistics.Distributions namespace contains classes that represent statistical probability distributions.

Classes

ArcsineDistribution Represents the arcsine distribution.
BernoulliDistribution Represents the Bernoulli distribution.
BetaDistribution Represents the Beta distribution.
BinomialDistribution Represents the binomial distribution.
CauchyDistribution Represents the Cauchy distribution.
ChiSquareDistribution Represents a chi-squared distribution.
ContinuousDistribution Represents a continuous probability distribution.
ContinuousUniformDistribution Represents a continuous uniform distribution over an interval.
DirichletDistribution Represents a Dirichlet distribution.
DiscreteDistribution Represents a discrete probability distribution.
DiscreteDistribution<T> Represents a probability distribution over a countable set of objects.
DiscreteUniformDistribution Represents a discrete uniform distribution over an interval.
Distribution Represents a statistical distribution.
ErlangDistribution Represents an Erlang distribution.
ExponentialDistribution Represents an exponential distribution.
FDistribution Represents the F distribution.
GammaDistribution Represents the Gamma distribution.
GaussianMixtureDistribution Represents a multivariate distribution that is a mixture of multivariate normal distributions.
GeneralizedParetoDistribution Represents the Generalized Pareto distribution.
GenericDiscreteDistribution Represents a discrete probability distribution with arbitrary probabilities.
GeometricDistribution Represents the geometric distribution.
GumbelDistribution Represents the Gumbel distribution.
HyperbolicDistribution Represents the hyperbolic distribution.
HypergeometricDistribution Represents a hypergeometric distribution.
InverseChiSquareDistribution Represents an inverse chi-squared distribution.
InverseGammaDistribution Represents the inverse Gamma distribution.
InverseGaussianDistribution Represents the inverse Gaussian distribution.
InverseWeibullDistribution Represents the inverse inverse Weibull distribution or Fr├ęchet distribution.
JohnsonDistribution Represents the Johnson distribution.
LaplaceDistribution Represents a Laplace distribution.
LogarithmicSeriesDistribution Represents the logarithmic series distribution.
LogisticDistribution Represents the logistic distribution..
LogLogisticDistribution Represents the log-logistic distribution.
LognormalDistribution Represents the Log Normal distribution.
MaxwellDistribution Represents the Maxwell distribution.
MultivariateContinuousDistribution Represents a multivariate continuous probability distribution.
MultivariateNormalDistribution Represents a multivariate normal distribution.
NegativeBinomialDistribution Represents the negative binomial distribution.
NonCentralBetaDistribution Represents the non-central Beta distribution.
NonCentralChiSquareDistribution Represents a non-central chi-squared distribution.
NonCentralFDistribution Represents the non-central F distribution.
NonCentralStudentTDistribution Represents the non-central Student t distribution.
NormalDistribution Represents a normal distribution.
NormalInverseGaussianDistribution Represents the normal-inverse Gaussian distribution.
ParetoDistribution Represents the Pareto distribution.
PertDistribution Represents a PERT distribution.
PiecewiseDistribution Represents a continuous distribution with a piecewise linear distribution function.
PoissonDistribution Represents a Poisson distribution.
RandomExtensions Contains extensions to random number functions that use statistical distributions.
RayleighDistribution Represents the Rayleigh distribution.
StudentTDistribution Represents the Student t distribution.
TransformedBetaDistribution Represents the transformed Beta distribution.
TransformedGammaDistribution Represents the transformed Gamma distribution.
TriangularDistribution Represents the triangular distribution.
TruncatedDistribution Represents a continuous probability distribution restricted to a portion of its domain.
WeibullDistribution Represents the Weibull distribution.
WishartDistribution Represents a multivariate Wishart distribution.

Enumerations

EstimationMethod Represents the possible methods for estimating the parameters of a distribution.
JohnsonDistributionType Enumerates the types of the Johnson system of probability distributions.
ParetoDistributionVariant Enumerates the variants of the Pareto distribution.