LinearRegression.CaseStatistics Class

LinearRegressionCaseStatistics Class

Inner Class CaseStatistics allows for the computation of predicted values, confidence intervals, and diagnostics for detecting outliers and cases that greatly influence the fitted regression.

Inheritance Hierarchy

SystemObject
Imsl.StatLinearRegressionCaseStatistics

Namespace: Imsl.Stat
Assembly: ImslCS (in ImslCS.dll) Version: 6.5.2.0

Syntax

C++

Copy

[SerializableAttribute]
public class CaseStatistics

<SerializableAttribute>
Public Class CaseStatistics

[SerializableAttribute]
public ref class CaseStatistics

[<SerializableAttribute>]
type CaseStatistics =  class end

The LinearRegressionCaseStatistics type exposes the following members.

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 a hash function for a particular type. (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.)

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Properties

	Name	Description
	ConfidenceInterval	Returns the Confidence Interval on the mean for an observation.
	ConLevelMean	Sets the confidence level for two-sided interval estimates on the mean, in percent.
	ConLevelPred	Sets the confidence level for two-sided prediction intervals, in percent.
	CooksDistance	Returns Cook's Distance for an observation.
	DFFITS	Returns DFFITS for an observation.
	JackknifeResidual	Returns the Jackknife Residual for an observation.
	Leverage	Returns the Leverage for an observation.
	ObservedResponse	Returns the observed response for an observation.
	PredictedResponse	Returns the predicted response for an observation.
	PredictionInterval	Returns the Prediction Interval for an observation.
	Residual	Returns the Residual for an observation.
	StandardizedResidual	Returns the Standardized Residual for an observation.
	Statistics	Returns the case statistics for an observation.

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Reference

Imsl.Stat Namespace

Other Resources

Example