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StepwiseLogisticRegressionModel Class |
Stepwise Logistic Regression Nested Model.
Inheritance HierarchySystemObject
Accord.Statistics.AnalysisStepwiseLogisticRegressionModel
Accord.Statistics.AnalysisStepwiseLogisticRegressionModel
Namespace: Accord.Statistics.Analysis
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
SyntaxThe StepwiseLogisticRegressionModel type exposes the following members.
Properties| Name | Description | |
|---|---|---|
 | Analysis |
Gets the Stepwise Logistic Regression Analysis
from which this model belongs to.
|
| ChiSquare |
Gets the Chi-Square Likelihood Ratio test for the model.
|
| Coefficients |
Gets information about the regression model
coefficients in a object-oriented structure.
|
| CoefficientValues |
Gets the value of each coefficient.
|
| Confidences |
Gets the 95% Confidence Intervals (C.I.)
for each coefficient found in the regression.
|
| Inputs |
Gets the subset of the original variables used by the model.
|
| LikelihoodRatioTests |
Gets the Likelihood-Ratio Tests for each coefficient.
|
| Names |
Gets the name of the variables used in
this model combined as a single string.
|
| OddsRatios |
Gets the Odds Ratio for each coefficient
found during the logistic regression.
|
| Regression |
Gets the regression model.
|
| StandardErrors |
Gets the Standard Error for each coefficient
found during the logistic regression.
|
| Variables |
Gets the subset of the original variables used by the model.
|
| WaldTests |
Gets the Wald Tests for each coefficient.
|
Methods| Name | Description | |
|---|---|---|
 | Equals | Determines whether the specified object is equal to the current object. (Inherited from Object.) |
 | Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) |
| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
| ToString | Returns a string that represents the current object. (Inherited from Object.) |
Extension Methods| Name | Description | |
|---|---|---|
 | HasMethod |
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.) |
| IsEqual |
Compares two objects for equality, performing an elementwise
comparison if the elements are vectors or matrices.
(Defined by Matrix.) |
| To(Type) | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
| ToT | Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) |
See Also