Stat Assembly > Stat Assembly Interfaces > ISmLinearRegress
Assembly: Stat;
The ISmLinearRegress interface defines parameters of the Linear Regression method.
ISmLinearRegress
| Property name | Brief description | |
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The ARMA property returns autoregression and moving average parameters. | |
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The AutoSelection property determines regressor autoselection parameters. | |
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The CovarianceMatrix property returns covariance matrix values. | |
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The Explained property determines an explained series. | |
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The Explanatories property determines explanatory series. | |
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The Fitted property returns a modeling series. | |
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The Forecast property returns parameters of forecasting series. | |
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The GDLTerms property determines parameters for estimation of Koyck distributed lags. | |
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The GLSMatrix property determines a covariance matrix for generalized least squares method. | |
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The LSType property determines the type of least squares method. | |
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The MissingData property determines missing data treatment parameters. | |
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The ModelCoefficients property returns parameters of model coefficients. | |
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The ModelPeriod property determines sample period parameters. | |
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The PDLTermCollection property returns a collection of lag variables. | |
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The Residuals property returns a residual series. | |
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The SummaryStatistics property returns summary statistics. | |
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The UseGDLTerms property determines whether Koyck distributed lags should be used to estimate linear regression. | |
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The UseWeights property determines whether to use the specified weights. | |
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The WeightedSummaryStatistics property returns weighted descriptive statistics of a model. | |
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The WeightsScaling property determines method of weight scaling. | |
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The WeightsType property determines the weights type. |
| Property name | Brief description | |
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DisplayName | The DisplayName property returns the displayed method name. |
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ErrorByStatus | The ErrorByStatus property returns an error message by the error number. |
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Errors | The Errors property returns a message with all the errors and warnings. |
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Name | The Name property returns the internal method name. |
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PerformanceTime | The PerformanceTime property returns method execution time. |
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Status | The Status property returns the method execution status. |
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SupportsR | The SupportsR property returns whether statistical method can be calculated via R package. |
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UseR | The UseR property determines whether statistical method is calculated via the R package. |
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WarningByStatus | The WarningByStatus property returns a warning text by its number. |
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Warnings | The Warnings property returns the warnings that occurred on method calculation. |
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WarningsCount | The WarningsCount property returns the number of warnings that occurred on method calculation. |
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WarningsNumbers | The WarningsNumbers property returns numbers of the warnings that occurred on method calculation. |
| Method Name | Brief description | |
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Clone | The Clone method clones a statistical method object. |
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Execute | The Execute method executes a statistical method. |
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LoadFromXML | The LoadFromXML method loads statistical method settings from XML code. |
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SaveToXML | The SaveToXML method unloads statistical method settings to XML code. |
See also:
Stat Assembly Interfaces | Linear regression | Distributed Lag Model | ARIMA
