TransformedKernelDensityEstimate Class

Represents a boundary-corrected KDE fitted in log or logit coordinates.

Definition

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

public sealed class TransformedKernelDensityEstimate

Visual Basic

Public NotInheritable Class TransformedKernelDensityEstimate

C++/CLI

public ref class TransformedKernelDensityEstimate sealed

[<SealedAttribute>]
type TransformedKernelDensityEstimate = class end

Created by FitTransformed(Vector<Double>, KernelDensityTransformation, KernelDensityOptions, Vector<Double>). Queries and returned densities use original units; bandwidths, adjustments and selector criteria belong to TransformedEstimate. The fit owns an immutable snapshot. Concurrent evaluation requires stable, thread-safe custom kernel delegates.

Transformation	Gets the immutable transformation and original-coordinate support bounds.
TransformedEstimate	Gets the fitted snapshot in transformed coordinates, including bandwidth and weight metadata.

Equals	Determines whether the specified object is equal to the current object. (Inherited from Object)
Evaluate(Double)	Evaluates the density at an original-coordinate point.
Evaluate(Vector<Double>)	Evaluates density at original-coordinate query points.
EvaluateGrid	Evaluates this corrected density on an equally spaced original-coordinate grid.
EvaluateLog(Double)	Evaluates natural log-density at an original-coordinate point.
EvaluateLog(Vector<Double>)	Evaluates natural log-density at original-coordinate query points.
GetHashCode	Serves as the default hash function. (Inherited from Object)
GetType	Gets the Type of the current instance. (Inherited from Object)
ToDistribution	Creates the direct transformed Gaussian mixture distribution.
ToPiecewiseDistribution	Creates a normalized finite-grid piecewise approximation in original coordinates.
ToString	Returns a string that represents the current object. (Inherited from Object)