Accord.NET Framework

## IFittableDistributionTObservations, TOptions Interface |

Common interface for distributions which can be estimated from data.

Syntax

public interface IFittableDistribution<in TObservations, in TOptions> : IFittable<TObservations, TOptions>, IFittable<TObservations>, IFittableDistribution<TObservations>, IDistribution<TObservations>, IDistribution, ICloneable where TOptions : class, IFittingOptions

- TObservations
- The type of the observations, such as Double.
- TOptions
- The type of the options specifying object.

The IFittableDistributionTObservations, TOptions 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(TObservations) |
Fits the underlying distribution to a given set of observations.
(Inherited from IFittableTObservations.) | |

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(TObservations, Double) |
Fits the underlying distribution to a given set of observations.
(Inherited from IFittableTObservations.) | |

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.) | |

Fit(TObservations, Double, TOptions) |
Fits the underlying distribution to a given set of observations.
(Inherited from IFittableTObservations, TOptions.) | |

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