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UnivariateDiscreteDistribution Methods |
The UnivariateDiscreteDistribution type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | BaseDistributionFunction |
Computes the cumulative distribution function by summing the outputs of the ProbabilityMassFunction(Int32)
for all elements in the distribution domain. Note that this method should not be used in case there is a more
efficient formula for computing the CDF of a distribution.
|
| BaseInverseDistributionFunction |
Gets the inverse of the cumulative distribution function (icdf) for
this distribution evaluated at probability p using a numerical
approximation based on binary search.
|
 | Clone |
Creates a new object that is a copy of the current instance.
(Inherited from DistributionBase.) |
| ComplementaryDistributionFunction(Int32) |
Gets P(X > k) the complementary cumulative distribution function
(ccdf) for this distribution evaluated at point k.
This function is also known as the Survival function.
|
 | ComplementaryDistributionFunction(Int32, Boolean) |
Gets the complementary cumulative distribution function
(ccdf) for this distribution evaluated at point k.
This function is also known as the Survival function.
|
| CumulativeHazardFunction |
Gets the cumulative hazard function for this
distribution evaluated at point x.
|
| DistributionFunction(Int32) |
Gets P(X ≤ k), the cumulative distribution function
(cdf) for this distribution evaluated at point k.
|
| DistributionFunction(Int32, Boolean) |
Gets P(X ≤ k) or P(X < k), the cumulative distribution function
(cdf) for this distribution evaluated at point k, depending
on the value of the inclusive parameter.
|
| DistributionFunction(Int32, Int32) |
Gets the cumulative distribution function (cdf) for this
distribution in the semi-closed interval (a; b] given as
P(a < X ≤ b).
|
| Equals | Determines whether the specified object is equal to the current object. (Inherited from Object.) |
| Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) |
| Fit(Double) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Int32) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Double, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Double, Double) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Double, Int32) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Int32, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Double, Double, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Double, Int32, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Int32, Double, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
|
| Fit(Int32, Int32, IFittingOptions) |
Fits the underlying distribution to a given set of observations.
|
| Generate |
Generates a random observation from the current distribution.
|
| Generate(Int32) |
Generates a random vector of observations from the current distribution.
|
| Generate(Random) |
Generates a random observation from the current distribution.
|
| Generate(Int32, Double) |
Generates a random vector of observations from the current distribution.
|
| Generate(Int32, Int32) |
Generates a random vector of observations from the current distribution.
|
| Generate(Int32, Random) |
Generates a random vector of observations from the current distribution.
|
| Generate(Int32, Double, Random) |
Generates a random vector of observations from the current distribution.
|
| Generate(Int32, Int32, Random) |
Generates a random vector of observations from the current distribution.
|
| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetRange |
Gets the distribution range within a given percentile.
|
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| HazardFunction |
Gets the hazard function, also known as the failure rate or
the conditional failure density function for this distribution
evaluated at point x.
|
| InnerComplementaryDistributionFunction |
Gets P(X > k) the complementary cumulative distribution function
(ccdf) for this distribution evaluated at point k.
This function is also known as the Survival function.
|
| InnerDistributionFunction |
Gets P(X ≤ k), the cumulative distribution function
(cdf) for this distribution evaluated at point k.
|
| InnerInverseDistributionFunction |
Gets the inverse of the cumulative distribution function (icdf) for
this distribution evaluated at probability p. This function
is also known as the Quantile function.
|
| InnerLogProbabilityMassFunction |
Gets the log-probability mass function (pmf) for
this distribution evaluated at point x.
|
| InnerProbabilityMassFunction |
Gets the probability mass function (pmf) for
this distribution evaluated at point x.
|
| InverseDistributionFunction |
Gets the inverse of the cumulative distribution function (icdf) for
this distribution evaluated at probability p. This function
is also known as the Quantile function.
|
| LogCumulativeHazardFunction |
Gets the log-cumulative hazard function for this
distribution evaluated at point x.
|
| LogProbabilityMassFunction |
Gets the log-probability mass function (pmf) for
this distribution evaluated at point x.
|
| MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
| ProbabilityMassFunction |
Gets the probability mass function (pmf) for
this distribution evaluated at point x.
|
| QuantileDensityFunction |
Gets the first derivative of the
inverse distribution function (icdf) for this distribution evaluated
at probability p.
|
| ToString |
Returns a String that represents this instance.
(Inherited from DistributionBase.) |
| ToString(IFormatProvider) |
Returns a String that represents this instance.
(Inherited from DistributionBase.) |
| ToString(String) |
Returns a String that represents this instance.
(Inherited from DistributionBase.) |
| ToString(String, IFormatProvider) |
Returns a String that represents this instance.
(Inherited from DistributionBase.) |
Extension Methods| Name | Description | |
|---|---|---|
 | HasMethod |
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.) |
| IsEqual |
Compares two objects for equality, performing an elementwise
comparison if the elements are vectors or matrices.
(Defined by Matrix.) |
| To(Type) | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
| ToT | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
See Also