Accord.Statistics.Distributions.Univariate Namespace 
Class  Description  

AndersonDarlingDistribution 
AndersonDarling (A²) distribution.
 
BernoulliDistribution 
Bernoulli probability distribution.
 
BetaDistribution 
Beta Distribution (of the first kind).
 
BetaPrimeDistribution 
Beta prime distribution.
 
BinomialDistribution 
Binomial probability distribution.
 
BirnbaumSaundersDistribution 
BirnbaumSaunders (Fatigue Life) distribution.
 
CauchyDistribution 
CauchyLorentz distribution.
 
ChiSquareDistribution 
ChiSquare (χ²) probability distribution
 
DegenerateDistribution 
Degenerate distribution.
 
EmpiricalDistribution 
Empirical distribution.
 
EmpiricalHazardDistribution 
Empirical Hazard Distribution.
 
ExponentialDistribution 
Exponential distribution.
 
FDistribution 
F (FisherSnedecor) distribution.
 
FoldedNormalDistribution 
Folded Normal (Gaussian) distribution.
 
GammaDistribution 
Gamma distribution.
 
GeneralContinuousDistribution 
General continuous distribution.
 
GeneralDiscreteDistribution 
Univariate general discrete distribution, also referred as the
Categorical distribution.
 
GeneralizedBetaDistribution 
The 4parameter Beta distribution.
 
GeneralizedNormalDistribution 
Generalized Normal distribution (also known as Exponential Power distribution).
 
GeneralizedParetoDistribution 
Generalized Pareto distribution (three parameters).
 
GeometricDistribution 
(Shifted) Geometric Distribution.
 
GompertzDistribution 
Gompertz distribution.
 
GrubbDistribution 
Grubb's statistic distribution.
 
GumbelDistribution 
Gumbel distribution (as known as the Extreme Value Type I distribution).
 
HyperbolicSecantDistribution 
Hyperbolic Secant distribution.
 
HypergeometricDistribution 
Hypergeometric probability distribution.
 
InverseChiSquareDistribution 
Inverse chiSquare (χ²) probability distribution
 
InverseGammaDistribution 
Inverse Gamma Distribution.
 
InverseGaussianDistribution 
Inverse Gaussian (Normal) Distribution, also known as the Wald distribution.
 
KolmogorovSmirnovDistribution 
KolmogorovSmirnov distribution.
 
KumaraswamyDistribution 
Kumaraswamy distribution.
 
LaplaceDistribution 
Laplace's Distribution (as known as the double exponential distribution).
 
LevyDistribution 
Lévy distribution.
 
LogisticDistribution 
Logistic distribution.
 
LogLogisticDistribution 
LogLogistic distribution.
 
LognormalDistribution 
LogNormal (Galton) distribution.
 
MannWhitneyDistribution 
MannWhitney's U statistic distribution.
 
MixtureT 
Mixture of univariate probability distributions.
 
NakagamiDistribution 
Nakagami distribution.
 
NegativeBinomialDistribution 
Negative Binomial distribution.
 
NoncentralTDistribution 
Noncentral tdistribution.
 
NormalDistribution 
Normal (Gaussian) distribution.
 
ParetoDistribution 
Pareto's Distribution.
 
PoissonDistribution 
Poisson probability distribution.
 
PowerLognormalDistribution 
Power Lognormal distribution.
 
PowerNormalDistribution 
Power Normal distribution.
 
RademacherDistribution 
Rademacher distribution.
 
RayleighDistribution 
Rayleigh distribution.
 
ShapiroWilkDistribution 
ShapiroWilk distribution.
 
ShiftedLogLogisticDistribution 
Shift LogLogistic distribution.
 
SkewNormalDistribution 
Skew Normal distribution.
 
SymmetricGeometricDistribution 
Symmetric Geometric Distribution.
 
TDistribution 
Student's tdistribution.
 
TrapezoidalDistribution 
Trapezoidal distribution.
 
TriangularDistribution 
Triangular distribution.
 
TukeyLambdaDistribution 
TukeyLambda distribution.
 
UniformContinuousDistribution 
Continuous Uniform Distribution.
 
UniformDiscreteDistribution 
Discrete uniform distribution.
 
UnivariateContinuousDistribution 
Abstract class for univariate continuous probability Distributions.
 
UnivariateDiscreteDistribution 
Abstract class for univariate discrete probability distributions.
 
UQuadraticDistribution 
Uquadratic distribution.
 
VonMisesDistribution 
vonMises (Circular Normal) distribution.
 
WeibullDistribution 
Weibull distribution.
 
WilcoxonDistribution 
Wilcoxon's W statistic distribution.
 
WrappedCauchyDistribution 
Wrapped Cauchy Distribution.

Enumeration  Description  

AndersonDarlingDistributionType 
Distribution types supported by the AndersonDarling distribution.
 
ContinuityCorrection 
Continuity correction to be used when aproximating
discrete values through a continuous distribution.
 
HazardEstimator 
Estimators for estimating parameters of Hazard distributions.
 
HazardTiesMethod 
Methods for handling ties in hazard/survival estimation algorithms.
 
SurvivalEstimator 
Estimators for Survival distribution functions.
 
SurvivalOutcome 
Outcome status for survival methods. A sample can
enter the experiment, exit the experiment while still
alive or exit the experiment due to failure.

The namespace class diagram is shown below.