| | Class | Description |
|---|
 | ALFGenerator |
Represents an additive lagged Fibonacci pseudo-random number generator.
|
| Bandwidths |
Provides bandwidth selection rules (primarily for kernel density estimation).
|
| BernoulliDistribution |
Provides generation of bernoulli distributed random numbers.
|
| BetaDistribution |
Generates beta distributed random numbers.
|
| BetaPrimeDistribution |
Provides generation of beta-prime distributed random numbers. This distribution is also known as the inverted beta distribution.
|
| BinomialDistribution |
Generates Binomial distributed random numbers.
|
| CauchyDistribution |
Provides generation of Cauchy distributed random numbers.
|
| ChiDistribution |
Provides generation of chi distributed random numbers.
|
| ChiSquareDistribution |
Generates central chi-square distributed random numbers.
|
| ContinuousDistribution |
Base class for continuous probability distribution functions.
|
| ContinuousUniformDistribution |
Provides generation of continuous uniformly distributed random numbers.
|
| DiscreteDistribution |
Base class for discrete probability distributions.
|
| DiscreteUniformDistribution |
Provides generation of discrete uniformly distributed random numbers.
|
| Distribution |
Declares common functionality for all random number distributions.
|
| ErlangDistribution |
Generates Erlang distributed random numbers.
|
| ExceptionMessages |
Provides access to localized exception and validation message templates used by the probability components.
|
| ExponentialDistribution |
Provides generation of exponential distributed random numbers.
|
| FDistribution |
Surrogate name for FisherSnedecorDistribution; included only for convenience.
No additional instance members are defined.
|
| FisherSnedecorDistribution |
Provides generation of Fisher-Snedecor distributed random numbers.
|
| FisherTippettDistribution |
Provides generation of Fisher-Tippett distributed random numbers (also known as ExtremeValueDistribution).
|
| GammaDistribution |
Generates Gamma distributed random numbers.
|
| Generator |
Declares common functionality for all random number generators.
|
| GeometricDistribution |
Provides generation of geometric distributed random numbers. This is variant A, which denotes the probability that with a number
of n trials one has the first success (so the lowest value is 1).
|
| LaplaceDistribution |
Provides generation of Laplace distributed random numbers.
|
| LognormalDistribution |
Provides generation of lognormal distributed random numbers.
|
| MaximumLengthSequence |
Represents a maximum length sequence (MLS).
|
| MT19937Generator |
Represents a Mersenne Twister pseudo-random number generator with period 2^19937 - 1.
|
| NormalDistribution |
Provides generation of normal distributed random numbers.
|
| ParetoDistribution |
Provides generation of Pareto distributed random numbers.
|
| PoissonDistribution |
Generates Poisson distributed random numbers.
|
| PowerDistribution |
Provides generation of power-distributed random numbers.
|
| RayleighDistribution |
Provides generation of Rayleigh-distributed random numbers.
|
| StableDistributionBase |
Represents the base class for stable distributions in different parametrizations.
|
| StableDistributionBaseAeq1D |
Helper class for calculation used if alpha equals one and for decreasing integration direction.
|
| StableDistributionBaseAeq1I |
Helper class for calculation used if alpha equals one and for increasing integration direction.
|
| StableDistributionBaseAgt1GnD |
Helper class for calculation used if alpha>1, gamma<0 and for decreasing integration direction.
|
| StableDistributionBaseAgt1GnI |
Helper class for calculation used if alpha>1, gamma<0 and for increasing integration direction.
|
| StableDistributionBaseAgt1GpD |
Helper class for calculation used if alpha>1, gamma>=0 and for decreasing integration direction.
|
| StableDistributionBaseAgt1GpI |
Helper class for calculation used if alpha>1, gamma>=0 and for increasing integration direction.
|
| StableDistributionBaseAlt1GnD |
Helper class for calculation used if alpha<1, gamma<0 and for decreasing integration direction.
|
| StableDistributionBaseAlt1GnDA1 |
Specialized helper for the alpha < 1, gamma < 0, decreasing case when alpha is close to one.
|
| StableDistributionBaseAlt1GnI |
Helper class for calculation used if alpha<1, gamma<0 and for increasing integration direction.
|
| StableDistributionBaseAlt1GnIA1 |
Specialized helper for the alpha < 1, gamma < 0, increasing case when alpha is close to one.
|
| StableDistributionBaseAlt1GpD |
Helper class for calculation used if alpha<1, gamma>0 and for decreasing integration direction.
|
| StableDistributionBaseAlt1GpDA1 |
Specialized helper for the near-one alpha case with decreasing integration direction.
|
| StableDistributionBaseAlt1GpI |
Helper class for calculation used if alpha<1, gamma>0 and for increasing integration direction.
|
| StableDistributionBaseAlt1GpIA1 |
Specialized helper for the near-one alpha case with increasing integration direction.
|
| StableDistributionFeller |
Represents the stable distribution in Feller's parametrization.
|
| StableDistributionS0 |
Represents a stable distribution in Nolan's S0 parametrization.
|
| StableDistributionS1 |
Represents a stable distribution in Nolan's S1 parametrization.
|
| StableDistributionSymmetric |
Represents a symmetric stable distribution in Zolotarev's parametrization.
|
| StandardGenerator |
Represents a simple pseudo-random number generator.
|
| Statistics |
Provides statistical helper methods (mostly as extension methods) for sequences of Double |
| StudentsTDistribution |
Provides generation of Student's t-distributed random numbers.
|
| StudentTDistribution |
Backward-compatible alias for StudentsTDistribution.
|
| TriangularDistribution |
Provides generation of triangular-distributed random numbers.
|
| UnitSphereDistribution |
Generates vectors of three random numbers distributed uniformly on the unit sphere.
|
| WeibullDistribution |
Provides generation of Weibull-distributed random numbers.
|
| XorShift128Generator |
Represents a xorshift pseudo-random number generator with period 2^128 - 1.
|
Classes
