Assembly: Stat;
The ISmLinearRegress interface defines parameters of the Linear Regression method.
ISmLinearRegress
Property name | Brief description | |
The ARMA property returns autoregression and moving average parameters. | ||
The AutoSelection property determines regressor autoselection parameters. | ||
The CovarianceMatrix property returns covariance matrix values. | ||
The Explained property determines an explained series. | ||
The Explanatories property determines explanatory series. | ||
The Fitted property returns a modeling series. | ||
The Forecast property returns parameters of forecasting series. | ||
The GDLTerms property determines parameters for estimation of Koyck distributed lags. | ||
The GLSMatrix property determines a covariance matrix for generalized least squares method. | ||
The LSType property determines the type of least squares method. | ||
The MissingData property determines missing data treatment parameters. | ||
The ModelCoefficients property returns parameters of model coefficients. | ||
The ModelPeriod property determines sample period parameters. | ||
The PDLTermCollection property returns a collection of lag variables. | ||
The Residuals property returns a residual series. | ||
The SummaryStatistics property returns summary statistics. | ||
The UseGDLTerms property determines whether Koyck distributed lags should be used to estimate linear regression. | ||
The UseWeights property determines whether to use the specified weights. | ||
The WeightedSummaryStatistics property returns weighted descriptive statistics of a model. | ||
The WeightsScaling property determines method of weight scaling. | ||
The WeightsType property determines the weights type. |
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. |
See also:
Stat Assembly Interfaces | Linear regression | Distributed Lag Model | ARIMA