Class KernelDensity

Namespace

ScottPlot.Statistics

Assembly

ScottPlot.dll

public static class KernelDensity

Inheritance

object

KernelDensity

Inherited Members

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

Methods

Estimate(IEnumerable<double>, IReadOnlyList<double>, KdeKernel, KdeBandWidthRule)

public static IEnumerable<double> Estimate(IEnumerable<double> xs, IReadOnlyList<double> values, KdeKernel kernel = KdeKernel.Epanechnikov, KdeBandWidthRule bandwidthRule = KdeBandWidthRule.Scotts)

Parameters

xs IEnumerable<double>

values IReadOnlyList<double>

kernel KdeKernel

bandwidthRule KdeBandWidthRule

Returns

IEnumerable<double>

Estimate(IEnumerable<double>, IReadOnlyList<double>, Func<double, double>, double)

public static IEnumerable<double> Estimate(IEnumerable<double> xs, IReadOnlyList<double> values, Func<double, double> kernel, double bandwidth)

Parameters

xs IEnumerable<double>

values IReadOnlyList<double>

kernel Func<double, double>

bandwidth double

Returns

IEnumerable<double>

Estimate(double, IReadOnlyList<double>, KdeKernel, KdeBandWidthRule)

public static double Estimate(double x, IReadOnlyList<double> values, KdeKernel kernel = KdeKernel.Epanechnikov, KdeBandWidthRule bandwidthRule = KdeBandWidthRule.Scotts)

Parameters

x double

values IReadOnlyList<double>

kernel KdeKernel

bandwidthRule KdeBandWidthRule

Returns

double

Estimate(double, IReadOnlyList<double>, Func<double, double>, double)

public static double Estimate(double x, IReadOnlyList<double> values, Func<double, double> kernel, double bandwidth)

Parameters

x double

values IReadOnlyList<double>

kernel Func<double, double>

bandwidth double

Returns

double