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Accord.NET (logo) 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
Public classCode exampleAndersonDarlingDistribution
Anderson-Darling (A²) distribution.
Public classCode exampleBernoulliDistribution
Bernoulli probability distribution.
Public classCode exampleBetaDistribution
Beta Distribution (of the first kind).
Public classCode exampleBetaPrimeDistribution
Beta prime distribution.
Public classCode exampleBinomialDistribution
Binomial probability distribution.
Public classCode exampleBirnbaumSaundersDistribution
Birnbaum-Saunders (Fatigue Life) distribution.
Public classCode exampleCauchyDistribution
Cauchy-Lorentz distribution.
Public classCode exampleChiSquareDistribution
Chi-Square (χ²) probability distribution
Public classCode exampleDegenerateDistribution
Degenerate distribution.
Public classCode exampleEmpiricalDistribution
Empirical distribution.
Public classCode exampleEmpiricalHazardDistribution
Empirical Hazard Distribution.
Public classCode exampleExponentialDistribution
Exponential distribution.
Public classCode exampleFDistribution
F (Fisher-Snedecor) distribution.
Public classCode exampleFoldedNormalDistribution
Folded Normal (Gaussian) distribution.
Public classCode exampleGammaDistribution
Gamma distribution.
Public classCode exampleGeneralContinuousDistribution
General continuous distribution.
Public classCode exampleGeneralDiscreteDistribution
Univariate general discrete distribution, also referred as the Categorical distribution.
Public classCode exampleGeneralizedBetaDistribution
The 4-parameter Beta distribution.
Public classCode exampleGeneralizedNormalDistribution
Generalized Normal distribution (also known as Exponential Power distribution).
Public classCode exampleGeneralizedParetoDistribution
Generalized Pareto distribution (three parameters).
Public classCode exampleGeometricDistribution
(Shifted) Geometric Distribution.
Public classCode exampleGompertzDistribution
Gompertz distribution.
Public classGrubbDistribution
Grubb's statistic distribution.
Public classCode exampleGumbelDistribution
Gumbel distribution (as known as the Extreme Value Type I distribution).
Public classCode exampleHyperbolicSecantDistribution
Hyperbolic Secant distribution.
Public classCode exampleHypergeometricDistribution
Hypergeometric probability distribution.
Public classCode exampleInverseChiSquareDistribution
Inverse chi-Square (χ²) probability distribution
Public classCode exampleInverseGammaDistribution
Inverse Gamma Distribution.
Public classCode exampleInverseGaussianDistribution
Inverse Gaussian (Normal) Distribution, also known as the Wald distribution.
Public classCode exampleKolmogorovSmirnovDistribution
Kolmogorov-Smirnov distribution.
Public classCode exampleKumaraswamyDistribution
Kumaraswamy distribution.
Public classCode exampleLaplaceDistribution
Laplace's Distribution (as known as the double exponential distribution).
Public classCode exampleLevyDistribution
Lévy distribution.
Public classCode exampleLogisticDistribution
Logistic distribution.
Public classCode exampleLogLogisticDistribution
Log-Logistic distribution.
Public classCode exampleLognormalDistribution
Log-Normal (Galton) distribution.
Public classCode exampleMannWhitneyDistribution
Mann-Whitney's U statistic distribution.
Public classCode exampleMixtureT
Mixture of univariate probability distributions.
Public classCode exampleNakagamiDistribution
Nakagami distribution.
Public classCode exampleNegativeBinomialDistribution
Negative Binomial distribution.
Public classCode exampleNoncentralTDistribution
Noncentral t-distribution.
Public classCode exampleNormalDistribution
Normal (Gaussian) distribution.
Public classCode exampleParetoDistribution
Pareto's Distribution.
Public classCode examplePoissonDistribution
Poisson probability distribution.
Public classCode examplePowerLognormalDistribution
Power Lognormal distribution.
Public classCode examplePowerNormalDistribution
Power Normal distribution.
Public classRademacherDistribution
Rademacher distribution.
Public classCode exampleRayleighDistribution
Rayleigh distribution.
Public classCode exampleShapiroWilkDistribution
Shapiro-Wilk distribution.
Public classCode exampleShiftedLogLogisticDistribution
Shift Log-Logistic distribution.
Public classCode exampleSkewNormalDistribution
Skew Normal distribution.
Public classSymmetricGeometricDistribution
Symmetric Geometric Distribution.
Public classCode exampleTDistribution
Student's t-distribution.
Public classCode exampleTrapezoidalDistribution
Trapezoidal distribution.
Public classCode exampleTriangularDistribution
Triangular distribution.
Public classCode exampleTukeyLambdaDistribution
Tukey-Lambda distribution.
Public classCode exampleUniformContinuousDistribution
Continuous Uniform Distribution.
Public classCode exampleUniformDiscreteDistribution
Discrete uniform distribution.
Public classUnivariateContinuousDistribution
Abstract class for univariate continuous probability Distributions.
Public classUnivariateDiscreteDistribution
Abstract class for univariate discrete probability distributions.
Public classCode exampleUQuadraticDistribution
U-quadratic distribution.
Public classCode exampleVonMisesDistribution
von-Mises (Circular Normal) distribution.
Public classCode exampleWeibullDistribution
Weibull distribution.
Public classCode exampleWilcoxonDistribution
Wilcoxon's W statistic distribution.
Public classCode exampleWrappedCauchyDistribution
Wrapped Cauchy Distribution.
Enumerations
  EnumerationDescription
Public enumerationAndersonDarlingDistributionType
Distribution types supported by the Anderson-Darling distribution.
Public enumerationHazardEstimator
Estimators for estimating parameters of Hazard distributions.
Public enumerationHazardTiesMethod
Methods for handling ties in hazard/survival estimation algorithms.
Public enumerationSurvivalEstimator
Estimators for Survival distribution functions.
Public enumerationSurvivalOutcome
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.

See Also