Numerics.NET.Statistics.Distributions Namespace

The Numerics.NET.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.
BurrDistribution	Represents the type XII Burr distribution.
CauchyDistribution	Represents the Cauchy distribution.
ChiDistribution	Represents a chi 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.
FoldedNormalDistribution	Represents a folded normal 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.
HyperbolicSecantDistribution	Represents a hyperbolic secant 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 Fréchet 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.
ZipfDistribution	Represents a Zipf distribution.
ZipfianDistribution	Represents a Zipfian distribution.

Enumerations

DistributionCapabilities	Enumerates the capabilities of a probability distribution.
EstimationMethod	Represents the possible methods for estimating the parameters of a distribution.
GumbelExtremeValue	Specifies whether the Gumbel distribution models the smallest or largest extreme values.
JohnsonDistributionType	Enumerates the types of the Johnson system of probability distributions.
ParetoDistributionVariant	Enumerates the variants of the Pareto distribution.