SmQuantileRegression

Assembly: Stat;

Description

The SmQuantileRegression class implements the quantile regression method.

Comments

Quantile regression is a nonparametric method of statistical analysis. Quantile regression is widely used in econometrics, in the financial and biomedical research, in environmental studies, and other areas of application.

Properties inherited from ISmQuantileRegression

	Property name	Brief description
	CovarianceMatrix	The CovarianceMatrix property returns covariance matrix values.
	Explained	The Explained property determines an explained series.
	Explanatories	The Explanatories property determines explanatory series.
	Fitted	The Fitted property returns a modeling series.
	Forecast	The Forecast property returns parameters of forecasting series.
	MaxIteration	The MaxIteration property determines the maximum number of iterations.
	MissingData	The MissingData property determines missing data treatment parameters.
	ModelCoefficients	The ModelCoefficients property returns estimates of model coefficients and their characteristics.
	ModelPeriod	The ModelPeriod property determines sample period parameters.
	QRegStatistics	The QRegStatistics property returns quantile regression characteristics.
	Quantile	The Quantile property determines quantile level.
	Residuals	The Residuals property returns a residual series.
	SummaryStatistics	The SummaryStatistics property returns descriptive statistics of a model.

Properties inherited from IStatMethod

	Property name	Brief description
	DisplayName	The DisplayName property returns the displayed method name.
	ErrorByStatus	The ErrorByStatus property returns an error message by the error number.
	Errors	The Errors property returns a message with all the errors and warnings.
	Name	The Name property returns the internal method name.
	PerformanceTime	The PerformanceTime property returns method execution time.
	Status	The Status property returns the method execution status.
	SupportsR	The SupportsR property returns whether statistical method can be calculated via R package.
	UseR	The UseR property determines whether statistical method is calculated via the R package.
	WarningByStatus	The WarningByStatus property returns a warning text by its number.
	Warnings	The Warnings property returns the warnings that occurred on method calculation.
	WarningsCount	The WarningsCount property returns the number of warnings that occurred on method calculation.
	WarningsNumbers	The WarningsNumbers property returns numbers of the warnings that occurred on method calculation.

Methods inherited from IStatMethod

	Method Name	Brief description
	Clone	The Clone method clones a statistical method object.
	Execute	The Execute method executes a statistical method.
	LoadFromXML	The LoadFromXML method loads statistical method settings from XML code.
	SaveToXML	The SaveToXML method unloads statistical method settings to XML code.

See also:

Stat Assembly Classes | Quantile Regression

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