KernelDensityOptions Class

Specifies the kernel and bandwidth selection for a reusable kernel density estimate.

Definition

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

public sealed class KernelDensityOptions

Visual Basic

Public NotInheritable Class KernelDensityOptions

C++/CLI

public ref class KernelDensityOptions sealed

[<SealedAttribute>]
type KernelDensityOptions = class end

Instances are immutable. Use Automatic(KernelDensityBandwidthEstimator, Kernel, Double) to select a bandwidth from the observations, or Fixed(Double, Kernel, Double) to supply one. Grid coordinates are specified separately through EvaluateGrid(Int32, Nullable<Double>, Nullable<Double>, Double). With FitTransformed(Vector<Double>, KernelDensityTransformation, KernelDensityOptions, Vector<Double>), all bandwidth values and search bounds use transformed coordinates.

Bandwidth	Gets the supplied bandwidth before adjustment, or null for automatic selection.
BandwidthAdjustment	Gets the positive factor applied to the supplied or selected bandwidth.
BandwidthEstimator	Gets the bandwidth selection rule, or Custom for a fixed bandwidth.
Default	Gets Gaussian normal-reference options with bandwidth adjustment 1.
Kernel	Gets the kernel used for estimation.
MaximumBandwidth	Gets the explicit upper bandwidth-search bound before adjustment, or null for default bounds or another method.
MinimumBandwidth	Gets the explicit lower bandwidth-search bound before adjustment, or null for default bounds or a method without a search.

Automatic	Creates options that select a bandwidth from the observations.
CrossValidated	Creates Gaussian least-squares cross-validation options with explicit bandwidth bounds.
Equals	Determines whether the specified object is equal to the current object. (Inherited from Object)
Fixed	Creates options with a supplied bandwidth.
GetHashCode	Serves as the default hash function. (Inherited from Object)
GetType	Gets the Type of the current instance. (Inherited from Object)
SheatherJones	Creates Gaussian Sheather-Jones solve-the-equation options with an explicit root bracket.
ToString	Returns a string that represents the current object. (Inherited from Object)