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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: 7.3
Syntax
public class LogisticRegressionAuxiliaryStats<ParameterCalc> : ICloneable
where ParameterCalc : new(), ILogisticRegressionCalc

Type Parameters

ParameterCalc
Class for model parameter calculation.

The LogisticRegressionAuxiliaryStatsParameterCalc type exposes the following members.

Constructors
Properties
  NameDescription
Public propertyCoxSnell
Gets the Cox and Snell pseudo R-squared statistic for the model.
Public propertyLikelihoodRatioStat
Gets the likelihood ratio statistic and related values for the logistic regression.
Public propertyLogLikelihoodFullModel
Gets the log of the value of the likelihood function for the full model (estimated coefficients).
Public propertyLogLikelihoodInterceptOnly
Gets the log of the value of the likelihood function for the intercept only model.
Public propertyNagelkerke
Gets the Nagelkerke pseudo R-squared statistic for the model.
Public propertyOddsRatios
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
  NameDescription
Public methodClone
Creates a deep copy of self.
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See Also