Kernel Density Estimate.To Distribution Method
Creates the direct probability distribution represented by this fitted Gaussian KDE.
Definition
Namespace: Numerics.NET.Statistics
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.9.0
C#
A Gaussian mixture distribution sharing this estimate's immutable observation snapshot.
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.9.0
public KernelDensityDistribution ToDistribution()Return Value
KernelDensityDistributionA Gaussian mixture distribution sharing this estimate's immutable observation snapshot.
Remarks
The PDF, CDF, moments and samples use the full Gaussian mixture without a finite grid.
Use ToPiecewiseDistribution(KernelDensityGridOptions) for an explicitly normalized finite-grid approximation.
Exceptions
| Not | The estimate does not use the built-in GaussianKernel. |