PCRRegression contains static methods for doing principal component regression analysis and prediction of the data.
Inheritance Hierarchy AltaxoCore (in AltaxoCore.dll) Version: 4.8.3261.0 (4.8.3261.0)
Syntax public class PCRRegression : MultivariateRegression
The PCRRegression type exposes the following members.
Constructors | | Name | Description |
|---|
 | PCRRegression | Initializes a new instance of the PCRRegression class |
TopProperties Methods | | Name | Description |
|---|
| AnalyzeFromPreprocessed |
Creates an analyis from preprocessed spectra and preprocessed concentrations.
(Inherited from MultivariateRegression) |
 | AnalyzeFromPreprocessedWithoutReset |
Creates an analyis from preprocessed spectra and preprocessed concentrations.
(Overrides MultivariateRegressionAnalyzeFromPreprocessedWithoutReset(IROMatrixDouble, IROMatrixDouble, Int32)) |
 | CalculatePRESS(IROMatrixDouble, IROMatrixDouble, Int32, IReadOnlyListDouble) | |
| CalculatePRESS(IROMatrixDouble, IROMatrixDouble, IROMatrixDouble, IROMatrixDouble, IReadOnlyListDouble, Int32, IReadOnlyListDouble) | |
| CalculateXLeverageFromPreprocessed | |
| CreateFromPreprocessed |
Creates an analyis from preprocessed spectra and preprocessed concentrations.
|
| Equals | Determines whether the specified object is equal to the current object.
(Inherited from Object) |
| ExecuteAnalysis | |
| Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object) |
| GetHashCode | Serves as the default hash function.
(Inherited from Object) |
| GetPredictionScoreMatrix | |
| GetPredictionScores |
Calculates the prediction scores.
(Inherited from MultivariateRegression) |
| GetPRESSFromPreprocessed |
(Overrides MultivariateRegressionGetPRESSFromPreprocessed(IROMatrixDouble)) |
| GetSpectralResiduals | |
| GetType | Gets the Type of the current instance.
(Inherited from Object) |
| GetXLeverageFromPreprocessed |
Calculates the spectral leverage from preprocessed spectra.
(Inherited from MultivariateRegression) |
| GetXLeverageFromRaw |
Calculates the spectral leverage from raw spectra.
(Inherited from MultivariateRegression) |
| InternalGetPredictionScores |
Calculates the prediction scores (for use withthe preprocessed spectra).
(Overrides MultivariateRegressionInternalGetPredictionScores(Int32, IMatrixDouble)) |
| InternalGetXLeverageFromPreprocessed |
(Overrides MultivariateRegressionInternalGetXLeverageFromPreprocessed(IROMatrixDouble, Int32, IMatrixDouble)) |
| MemberwiseClone | Creates a shallow copy of the current Object.
(Inherited from Object) |
| Predict | |
| PredictedYAndSpectralResidualsFromPreprocessed |
This predicts concentrations of unknown spectra.
(Overrides MultivariateRegressionPredictedYAndSpectralResidualsFromPreprocessed(IROMatrixDouble, Int32, IMatrixDouble, IMatrixDouble)) |
| PredictYFromPreprocessed |
This predicts concentrations of unknown spectra.
(Inherited from MultivariateRegression) |
| PredictYFromRaw |
Predicts y values from raw (unpreprocessed) spectra.
(Inherited from MultivariateRegression) |
| Reset |
(Overrides MultivariateRegressionReset) |
| SetCalibrationModel |
(Overrides MultivariateRegressionSetCalibrationModel(IMultivariateCalibrationModel)) |
| SpectralResidualsFromPreprocessed(IROMatrixDouble, Int32) |
This calculates the spectral residuals.
(Inherited from MultivariateRegression) |
| SpectralResidualsFromPreprocessed(IROMatrixDouble, Int32, IMatrixDouble) |
This calculates the spectral residuals.
(Inherited from MultivariateRegression) |
| ToString | Returns a string that represents the current object.
(Inherited from Object) |
TopFields See Also 
