|
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| Class | Description | |
|---|---|---|
  | AndersonDarlingDistribution |
Anderson-Darling (A²) distribution.
|
| BernoulliDistribution |
Bernoulli probability distribution.
|
| BetaDistribution |
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.
|
| GammaDistribution |
Gamma distribution.
|
| GeneralContinuousDistribution |
General continuous distribution.
|
| GeneralDiscreteDistribution |
Univariate general discrete distribution, also referred as the
Categorical distribution.
|
| GeneralizedBetaDistribution |
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
|
| InverseGammaDistribution |
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.
|
| RademacherDistribution |
Rademacher 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.
|
| TukeyLambdaDistribution |
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.
|
| UQuadraticDistribution |
U-quadratic distribution.
|
| VonMisesDistribution |
von-Mises (Circular Normal) distribution.
|
| WeibullDistribution |
Weibull distribution.
|
| WilcoxonDistribution |
Wilcoxon's W statistic distribution.
|
| WrappedCauchyDistribution |
Wrapped Cauchy Distribution.
|
Enumerations| Enumeration | Description | |
|---|---|---|
 | 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.
|
RemarksThe namespace class diagram is shown below.
See Also