﻿ Accord.Statistics.Distributions.Univariate Namespace

# Accord.Statistics.Distributions.Univariate Namespace

Contains univariate distributions such as Normal, Cauchy, Hypergeometric, Poisson, Bernoulli, and specialized distributions such as the Kolmogorov-Smirnov, Nakagami, Weibull, and Von-Mises distributions.
Classes
ClassDescription
AndersonDarlingDistribution
Anderson-Darling (A²) distribution.
BernoulliDistribution
Bernoulli probability distribution.
Beta Distribution (of the first kind).
BetaPrimeDistribution
Beta prime distribution.
BinomialDistribution
Binomial probability distribution.
BirnbaumSaundersDistribution
Birnbaum-Saunders (Fatigue Life) distribution.
CauchyDistribution
Cauchy-Lorentz distribution.
ChiSquareDistribution
Chi-Square (χ²) probability distribution
DegenerateDistribution
Degenerate distribution.
EmpiricalDistribution
Empirical distribution.
EmpiricalHazardDistribution
Empirical Hazard Distribution.
ExponentialDistribution
Exponential distribution.
FDistribution
F (Fisher-Snedecor) distribution.
FoldedNormalDistribution
Folded Normal (Gaussian) distribution.
Gamma distribution.
GeneralContinuousDistribution
General continuous distribution.
GeneralDiscreteDistribution
Univariate general discrete distribution, also referred as the Categorical distribution.
The 4-parameter 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 chi-Square (χ²) probability distribution
Inverse Gamma Distribution.
InverseGaussianDistribution
Inverse Gaussian (Normal) Distribution, also known as the Wald distribution.
KolmogorovSmirnovDistribution
Kolmogorov-Smirnov distribution.
KumaraswamyDistribution
Kumaraswamy distribution.
LaplaceDistribution
Laplace's Distribution (as known as the double exponential distribution).
LevyDistribution
Lévy distribution.
LogisticDistribution
Logistic distribution.
LogLogisticDistribution
Log-Logistic distribution.
LognormalDistribution
Log-Normal (Galton) distribution.
MannWhitneyDistribution
Mann-Whitney's U statistic distribution.
MixtureT
Mixture of univariate probability distributions.
NakagamiDistribution
Nakagami distribution.
NegativeBinomialDistribution
Negative Binomial distribution.
NoncentralTDistribution
Noncentral t-distribution.
NormalDistribution
Normal (Gaussian) distribution.
ParetoDistribution
Pareto's Distribution.
PoissonDistribution
Poisson probability distribution.
PowerLognormalDistribution
Power Lognormal distribution.
PowerNormalDistribution
Power Normal distribution.
RayleighDistribution
Rayleigh distribution.
ShapiroWilkDistribution
Shapiro-Wilk distribution.
ShiftedLogLogisticDistribution
Shift Log-Logistic distribution.
SkewNormalDistribution
Skew Normal distribution.
SymmetricGeometricDistribution
Symmetric Geometric Distribution.
TDistribution
Student's t-distribution.
TrapezoidalDistribution
Trapezoidal distribution.
TriangularDistribution
Triangular distribution.
Tukey-Lambda 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.
VonMisesDistribution
von-Mises (Circular Normal) distribution.
WeibullDistribution
Weibull distribution.
WilcoxonDistribution
Wilcoxon's W statistic distribution.
WrappedCauchyDistribution
Wrapped Cauchy Distribution.
Enumerations
EnumerationDescription
AndersonDarlingDistributionType
Distribution types supported by the Anderson-Darling 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.
Remarks

The namespace class diagram is shown below.