ISmExponentialSmoothing

The ISmExponentialSmoothing interface defines the exponential smoothing method parameters.

Inheritance Hierarchy

Comments

Exponential smoothing is one of the well known methods used for time series smoothing and forecasting. The smoothing procedure is based on calculation of exponential moving averages of the smoothed series.

Properties

	Property name	Brief description
	AutoSearch	The AutoSearch property determines parameter autoselection settings.
	BestModelCoefficients	The BestModelCoefficients property returns parameter autoselection results.
	Fitted	The Fitted property returns a modeling series.
	Forecast	The Forecast property determines parameters of forecasting series.
	InitialValueS	The InitialValueS property determines the initial point of seasonal component.
	InitialValueT	The InitialValueT property determines the initial point of a trend line.
	MissingData	The MissingData property determines missing data treatment parameters.
	ModelPeriod	The ModelPeriod property determines sample period parameters.
	Parameters	The Parameters property determines method parameters.
	Residuals	The Residuals property returns a residual series.
	SeasonalComponent	The SeasonalComponent property determines seasonal component parameters.
	Serie	The Serie property determines an explained series.
	SummaryStatistics	The SummaryStatistics property returns summary statistics.
	TrendComponent	The TrendComponent property determines trend line type.

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.

	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.

ISmExponentialSmoothing

Description

Inheritance Hierarchy

Comments

Properties

Properties inherited from IStatMethod

Methods inherited from IStatMethod