KernelDensityBandwidthEstimator Enumeration

Enumerates the options for estimating the bandwidth in kernel density estimation.

Definition

Namespace: Numerics.NET.Statistics
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 10.9.0
C#
public enum KernelDensityBandwidthEstimator

Members

NormalReference0 Minimize the integrated square error for normal data.
Silverman1 Use Silverman's rule.
Scott2 Use Scott's rule.
Custom3 Use the user-supplied bandwidth.
GaussianPlugIn4Use a Gaussian pilot-curvature plug-in with pilot width s * n_eff^(-1/9).
LeastSquaresCrossValidation5Minimize the Gaussian leave-one-out least-squares cross-validation criterion.
SheatherJones6Use the Gaussian Sheather-Jones solve-the-equation bandwidth selector.

See Also