LogisticRegressionAuxiliaryStatsParameterCalc Class

Class LogisticRegressionAuxiliaryStats computes pseudo R-squared metrics for a logistic regression, and odds ratios for the computed coefficients.

Inheritance Hierarchy

SystemObject
CenterSpace.NMath.CoreLogisticRegressionAuxiliaryStatsParameterCalc

Namespace: CenterSpace.NMath.Core
Assembly: NMath (in NMath.dll) Version: 7.4

Syntax

C++

Copy

public class LogisticRegressionAuxiliaryStats<ParameterCalc> : ICloneable
where ParameterCalc : new(), ILogisticRegressionCalc

Public Class LogisticRegressionAuxiliaryStats(Of ParameterCalc As {New, ILogisticRegressionCalc})
	Implements ICloneable

generic<typename ParameterCalc>
where ParameterCalc : gcnew(), ILogisticRegressionCalc
public ref class LogisticRegressionAuxiliaryStats : ICloneable

type LogisticRegressionAuxiliaryStats<'ParameterCalc when 'ParameterCalc : new() and ILogisticRegressionCalc> = 
    class
        interface ICloneable
    end

Type Parameters

ParameterCalc: Class for model parameter calculation.

The LogisticRegressionAuxiliaryStatsParameterCalc type exposes the following members.

Constructors

	Name	Description
	LogisticRegressionAuxiliaryStatsParameterCalc	Constructs a LogisticRegressionAuxiliaryStats object from a logistic regression object.

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Properties

	Name	Description
	CoxSnell	Gets the Cox and Snell pseudo R-squared statistic for the model.
	LikelihoodRatioStat	Gets the likelihood ratio statistic and related values for the logistic regression.
	LogLikelihoodFullModel	Gets the log of the value of the likelihood function for the full model (estimated coefficients).
	LogLikelihoodInterceptOnly	Gets the log of the value of the likelihood function for the intercept only model.
	Nagelkerke	Gets the Nagelkerke pseudo R-squared statistic for the model.
	OddsRatios	Gets the odds ratio values for the computed coefficients. The odds ratio for the intercept parameter, if there is one, is not computed.

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Methods

	Name	Description
	Clone	Creates a deep copy of self.

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Reference

CenterSpace.NMath.Core Namespace