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LinearRegression Properties

The LinearRegression type exposes the following members.

Properties
 NameDescription
Public propertyCheckData Gets and sets a boolean indicating whether or not to check input data for non-numeric values. If input data is large checking all values for NaN's and infinities can be a performance consideration.
Public propertyColumnResizeIncrement Gets and sets the amount by which the regression matrix is resized if columns are added.
(Inherited from RegressionBase)
Public propertyCovarianceMatrix Gets the covariance matrix.
Public propertyHasInterceptParameter Returns true if the model has an intercept parameter; otherwise, false.
(Inherited from RegressionBase)
Public propertyIntercept Gets the intercept.
(Inherited from RegressionBase)
Public propertyIsGood Returns true if the model parameters were successfuly computed; otherwise, false.
(Inherited from RegressionBase)
Public propertyNumberOfObservations Gets the number of observations.
(Inherited from RegressionBase)
Public propertyNumberOfParameters Gets the number of parameters in the model.
(Inherited from RegressionBase)
Public propertyNumberOfPredictors Gets the number of predictors.
(Inherited from RegressionBase)
Public propertyObservations Gets the vector of observations.
(Inherited from RegressionBase)
Public propertyParameterCalculationErrorMessage Gets the error message associated with a failed parameter calculation.
(Inherited from RegressionBase)
Public propertyParameterEstimates Gets an array of parameter objects which may be used to perform hypothesis tests on individual parameters in the model.
Public propertyParameters Gets the computed model parameters.
(Inherited from RegressionBase)
Public propertyPredictorMatrix Gets the predictor matrix.
(Inherited from RegressionBase)
Public propertyRegressionCalculator Gets and sets the regression calculation object used for computing the model parameters.
Public propertyRegressionMatrix Gets the regression matrix.
(Inherited from RegressionBase)
Public propertyResiduals Get the vector of residuals.
Public propertyRowResizeIncrement Gets and sets the amount by which the regression matrix is resized if rows are added.
(Inherited from RegressionBase)
Public propertyVariance Gets an estimate of the variance.
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