Multivariate |
The MultivariateRegression type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | AnalyzeFromPreprocessed | Creates an analyis from preprocessed spectra and preprocessed concentrations. |
 | AnalyzeFromPreprocessedWithoutReset | Creates an analyis from preprocessed spectra and preprocessed concentrations. |
 | CrossValidationIteration | This function separates the spectra into a bunch of spectra used for calibration and the rest of spectra used for prediction. This separation is repeated until all spectra are used exactly one time for prediction. |
| Equals | Determines whether the specified object is equal to the current object. (Inherited from Object) |
| Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object) |
| GetCrossPRESS | Get the cross predicted error sum of squares for the number of factors=0...numFactors. |
| GetCrossXResiduals | Calculates the spectral residuals obtained from cross validation. |
| GetCrossYPredicted | Calculates the cross predicted y values. |
| GetHashCode | Serves as the default hash function. (Inherited from Object) |
| GetPredictionScores | Calculates the prediction scores. |
| GetPRESSFromPreprocessed | Returns the predicted error sum of squares (PRESS) for this analysis. The length of the vector returned is the number of factors in the analysis plus one. |
| GetType | Gets the Type of the current instance. (Inherited from Object) |
| GetXLeverageFromPreprocessed | Calculates the spectral leverage from preprocessed spectra. |
| GetXLeverageFromRaw | Calculates the spectral leverage from raw spectra. |
| InternalGetPredictionScores | Calculates the prediction scores (for use with the preprocessed spectra). |
| InternalGetXLeverageFromPreprocessed | Calculates the spectral leverage values from the preprocessed spectra. |
| MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object) |
| PostprocessTargetVariablesInline(IMultivariatePreprocessingModel, IMatrixDouble) | This calculates from the predicted (but still centered) y values the raw y values. |
| PostprocessTargetVariablesInline(IMatrixDouble, IReadOnlyListDouble, IReadOnlyListDouble) | This calculates from the predicted (but still centered) y values the raw y values. |
| PredictedYAndSpectralResidualsFromPreprocessed | This calculates the spectral residuals. |
| PredictYFromPreprocessed | This predicts concentrations of unknown spectra. |
| PredictYFromRaw | Predicts y values from raw (unpreprocessed) spectra. |
| PreprocessForAnalysis | Preprocesses the x and y matrices before usage in multivariate calibrations. |
| PreprocessSpectraForAnalysis | Preprocesses the spectra. This is the common first part, without ensemble processing. |
| PreprocessSpectraForPrediction(IMultivariateCalibrationModel, Double, IROMatrixDouble, Double, IMatrixDouble) | This will convert the raw spectra (horizontally in matrixX) to preprocessed spectra according to the calibration model. |
| PreprocessSpectraForPrediction(ISingleSpectrumPreprocessor, IEnsembleMeanScalePreprocessor, Double, IROMatrixDouble, IReadOnlyListDouble, IReadOnlyListDouble, Double, IMatrixDouble) | Preprocesses the x and y matrices before usage in multivariate calibrations. |
| PreprocessTargetVariablesForAnalysis | Preprocesses the x and y matrices before usage in multivariate calibrations. |
| PreprocessTargetVariablesForAnalysisInline | Preprocess the y values for analysis (mean center, scale currently not used). |
| Reset | Resets the regression, so that it appears like newly created. |
| SetCalibrationModel | This sets the calibration model data of the analysis to the provided data. This can be used to set back previously stored calibration data for use in the prediction functions. |
| SpectralResidualsFromPreprocessed(IROMatrixDouble, Int32) | This calculates the spectral residuals. |
| SpectralResidualsFromPreprocessed(IROMatrixDouble, Int32, IMatrixDouble) | This calculates the spectral residuals. |
| ToString | Returns a string that represents the current object. (Inherited from Object) |
See Also