KernelDensityTransformation Class

Specifies a monotone transformation for boundary-corrected kernel density estimation.

Definition

Namespace: Numerics.NET.Statistics.KernelDensityEstimation
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.9.0

public sealed class KernelDensityTransformation

Visual Basic

Public NotInheritable Class KernelDensityTransformation

C++/CLI

public ref class KernelDensityTransformation sealed

[<SealedAttribute>]
type KernelDensityTransformation = class end

Observations must lie strictly inside the declared bounds. Kernel bandwidths and selection rules apply in transformed coordinates. Use FitTransformed(Vector<Double>, KernelDensityTransformation, KernelDensityOptions, Vector<Double>) to fit a density that reports values in the original coordinates, including the change-of-variable Jacobian.

LowerBound	Gets the lower support bound, or negative infinity for upper-log transformation.
UpperBound	Gets the upper support bound, or positive infinity for log transformation.

Equals	Determines whether the specified object is equal to the current object. (Inherited from Object)
GetHashCode	Serves as the default hash function. (Inherited from Object)
GetType	Gets the Type of the current instance. (Inherited from Object)
Log	Creates the transformation y = log(x - lowerBound).
Logit	Creates the transformation y = log(x - lowerBound) - log(upperBound - x).
ToString	Returns a string that represents the current object. (Inherited from Object)
UpperLog	Creates the increasing transformation y = -log(upperBound - x).