GeneralizedLinearModel.GetKernelLogLikelihood Method

Returns the portion of the log-likelihood of the computed model that depends on the model parameters.

Definition

Namespace: Numerics.NET.Statistics
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.0
C# 
public double GetKernelLogLikelihood()

Return Value

Double
The log-likelihood of the model.

Remarks

The parameters of a generalized linear model are estimated using a maximum likelihood method. This method returns the logarithm of the portion of the likelihood function for the computed model that does not depend on the model parameters. A smaller value indicates a higher likelihood.

The kernel log likelihood may be positive.

See Also