|
ISampleableDistributionTObservations Interface |
Common interface for sampleable distributions (i.e. distributions that
allow the generation of new samples through the Generate
method.
Namespace: Accord.Statistics.Distributions
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
Syntaxpublic interface ISampleableDistribution<TObservations> : IDistribution<TObservations>, IDistribution, ICloneable, IRandomNumberGenerator<TObservations>
Type Parameters
- TObservations
- The type of the observations, such as Double.
The ISampleableDistributionTObservations type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | Clone | Creates a new object that is a copy of the current instance. (Inherited from ICloneable.) |
| ComplementaryDistributionFunction(Double) |
Gets the complementary cumulative distribution function
(ccdf) for this distribution evaluated at point x.
This function is also known as the Survival function.
(Inherited from IDistribution.) |
| ComplementaryDistributionFunction(TObservation) |
Gets the complementary cumulative distribution function
(ccdf) for this distribution evaluated at point x.
This function is also known as the Survival function.
(Inherited from IDistributionTObservation.) |
| DistributionFunction(Double) |
Gets the cumulative distribution function (cdf) for
this distribution evaluated at point x.
(Inherited from IDistribution.) |
| DistributionFunction(TObservation) |
Gets the cumulative distribution function (cdf) for
this distribution evaluated at point x.
(Inherited from IDistributionTObservation.) |
| Fit(Array) |
Fits the underlying distribution to a given set of observations.
(Inherited from IDistribution.) |
| Fit(Array, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
(Inherited from IDistribution.) |
| Fit(Array, Double) |
Fits the underlying distribution to a given set of observations.
(Inherited from IDistribution.) |
| Fit(Array, Int32) |
Fits the underlying distribution to a given set of observations.
(Inherited from IDistribution.) |
| Fit(Array, Double, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
(Inherited from IDistribution.) |
| Fit(Array, Int32, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
(Inherited from IDistribution.) |
| Generate |
Generates a random observation from the current distribution.
(Inherited from IRandomNumberGeneratorT.) |
| Generate(Int32) |
Generates a random vector of observations from the current distribution.
(Inherited from IRandomNumberGeneratorT.) |
| Generate(Random) |
Generates a random observation from the current distribution.
|
| Generate(TObservations) |
Generates a random observation from the current distribution.
|
| Generate(Int32, T) |
Generates a random vector of observations from the current distribution.
(Inherited from IRandomNumberGeneratorT.) |
| Generate(Int32, Random) |
Generates a random vector of observations from the current distribution.
|
| Generate(TObservations, Random) |
Generates a random observation from the current distribution.
|
| Generate(Int32, TObservations, Random) |
Generates a random vector of observations from the current distribution.
|
| LogProbabilityFunction(Double) |
Gets the log-probability density function (pdf)
for this distribution evaluated at point x.
(Inherited from IDistribution.) |
| LogProbabilityFunction(TObservation) |
Gets the log-probability density function (pdf)
for this distribution evaluated at point x.
(Inherited from IDistributionTObservation.) |
| ProbabilityFunction(Double) |
Gets the probability density function (pdf) for
this distribution evaluated at point x.
(Inherited from IDistribution.) |
| ProbabilityFunction(TObservation) |
Gets the probability density function (pdf) for
this distribution evaluated at point x.
(Inherited from IDistributionTObservation.) |
See Also