 | Linear |
The LinearRegression type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | AddInterceptParameter |
Adds an intercept parameter to the model and recalculates the model parameters.
(Inherited from RegressionBase) |
| AddObservation |
Adds the given observation to the model, and recalculates the model parameters.
(Inherited from RegressionBase) |
| AddObservations |
Adds the given observations to the model, and recalculates the model parameters.
(Inherited from RegressionBase) |
| AddPredictor |
Adds a predictor to the model, and recalculates the model parameters.
(Inherited from RegressionBase) |
| AddPredictors |
Adds predictors to the model, and recalculates the model parameters.
(Inherited from RegressionBase) |
| Clone | Creates a deep copy of this LinearRegression. |
| GetStandardizedResiduals | Returns the standardized residuals (also known as the internally studentized residuals). |
| GetStudentizedResiduals | Returns the (externally) studentized residuals. |
| PredictedObservation | Returns the value of the dependent variable predicted by the model for the given set of predictor values. |
| PredictedObservations | Returns the values of the dependent variable predicted by the model for the given sets of predictor values. |
| PredictionInterval | Returns a confidence interval for the value of the dependent variable predicted by the model for the given set of predictor values. |
| RecalculateParameters |
Recalculates the model parameters.
(Overrides RegressionBaseRecalculateParameters) |
| RemoveInterceptParameter |
Removes the intercept parameter from the model, and recalculates the model parameters.
(Inherited from RegressionBase) |
| RemoveObservation |
Removes the row at the indicated index from the predictor matrix and the
corresponding element from the observation vector, and recalculates the model
parameters.
(Inherited from RegressionBase) |
| RemoveObservations |
Removes the specified rows from the predictor matrix, and recalculates the model
parameters.
(Inherited from RegressionBase) |
| RemovePredictor |
Removes the specified predictor from the model, and recalculates the
model parameters.
(Inherited from RegressionBase) |
 | RemovePredictors |
Removes the specified predictors from the model, and recalculates the model
parameters.
(Inherited from RegressionBase) |
| SetRegressionData(DataFrame, IDFColumn, Boolean) | Sets the regression matrix, observation vector, and intercept option to the specified values, and recalculates the model parameters. |
| SetRegressionData(DoubleMatrix, DoubleVector, Boolean) | Sets the regression matrix, observation vector, and intercept option to the specified values, and recalculates the model parameters. |
| VarianceInflationFactor | An index which measures how much the variance of a coefficient (square of the standard deviation) is increased because of collinearity. |
| VarianceInflationFactors | An index which measures how much the variance of a coefficient (square of the standard deviation) is increased because of collinearity. |
See Also