PCRWorksheetAnalysis Class

PCRWorksheetAnalysis performs a principal component analysis and subsequent regression and stores the results in a given table

Inheritance Hierarchy

SystemObject
Altaxo.Calc.Regression.MultivariateWorksheetAnalysis
Altaxo.Calc.Regression.MultivariatePCRWorksheetAnalysis

Namespace: Altaxo.Calc.Regression.Multivariate
Assembly: AltaxoBase (in AltaxoBase.dll) Version: 4.8.3179.0 (4.8.3179.0)

Syntax

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public class PCRWorksheetAnalysis : WorksheetAnalysis

The PCRWorksheetAnalysis type exposes the following members.

Constructors

	Name	Description
	PCRWorksheetAnalysis	Initializes a new instance of the PCRWorksheetAnalysis class

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Properties

	Name	Description
	AnalysisName	(Overrides WorksheetAnalysisAnalysisName)

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Methods

	Name	Description
	CalculateAdditionalColumn	(Inherited from WorksheetAnalysis)
	CalculateAdditionalColumns	(Inherited from WorksheetAnalysis)
	CalculateAndStorePredictionScores(DataTable, Int32)	(Inherited from WorksheetAnalysis)
	CalculateAndStorePredictionScores(DataTable, Int32, Int32)	(Inherited from WorksheetAnalysis)
	CalculateCrossPredictedAndResidual	(Inherited from WorksheetAnalysis)
	CalculateCrossPredictedY	(Inherited from WorksheetAnalysis)
	CalculateCrossPRESS	Calculate the cross PRESS values and stores the results in the provided table. (Inherited from WorksheetAnalysis)
	CalculatePredictedAndResidual	(Inherited from WorksheetAnalysis)
	CalculatePredictedY	For a given set of spectra, predicts the y-values and stores them in the matrix predictedY (Inherited from WorksheetAnalysis)
	CalculatePredictionScores	Calculates the prediction scores. In case of a single y-variable, the prediction score is a vector of the same length than a spectrum. Multiplying the prediction score (dot product) with a spectrum, it yields the predicted y-value (of cause mean-centered). (Inherited from WorksheetAnalysis)
	CalculatePreprocessedSpectra	Fills a provided table (should be empty) with the preprocessed spectra. The spectra are saved as columns (independently on their former orientation in the original worksheet). (Inherited from WorksheetAnalysis)
	CalculateXLeverage	Calculates the leverage of the spectral data. (Inherited from WorksheetAnalysis)
	CalculateXResidual	(Inherited from WorksheetAnalysis)
	CalculateYPredicted	Calculated the predicted y for the component given by whichY and for the given number of factors. (Inherited from WorksheetAnalysis)
	CalculateYResidual	Calculates the y-residuals (concentration etc.). (Inherited from WorksheetAnalysis)
	CreateNewRegressionObject	(Overrides WorksheetAnalysisCreateNewRegressionObject)
	EnsureMatchingXOfX	Compares the two arrays and throws an InvalidOperationException if the data not match. (Inherited from WorksheetAnalysis)
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object)
	ExecuteAnalysis(AltaxoDocument, DataTableMatrixProxyWithMultipleColumnHeaderColumns, DimensionReductionAndRegressionOptions, DataTable)	Makes a PLS (a partial least squares) analysis of the table or the selected columns / rows and stores the results in a newly created table. Here, the spectra are stored in the data columns of the proxy, the target variables are located in the ColumnHeaderColumns of the proxy. (Inherited from WorksheetAnalysis)
	ExecuteAnalysis(IMatrixDouble, IMatrixDouble, DimensionReductionAndRegressionOptions, DataTable, IReadOnlyListDouble)	Execute an analysis and stores the result in the provided table. (Inherited from WorksheetAnalysis)
	ExecuteAnalysis(AltaxoDocument, DataTable, IAscendingIntegerCollection, IAscendingIntegerCollection, IAscendingIntegerCollection, Boolean, DimensionReductionAndRegressionOptions)	Makes a PLS (a partial least squares) analysis of the table or the selected columns / rows and stores the results in a newly created table. (Inherited from WorksheetAnalysis)
	ExecuteAnalysis(AltaxoDocument, DataTableMatrixProxyWithMultipleColumnHeaderColumns, IMatrixDouble, IMatrixDouble, Double, DimensionReductionAndRegressionOptions, DataTable, DimensionReductionAndRegressionResult)	Makes a PLS (a partial least squares) analysis of the table or the selected columns / rows and stores the results in a newly created table. (Inherited from WorksheetAnalysis)
	Export	Exports a table to a PLS2CalibrationSet
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object)
	GetCalibrationModel	(Overrides WorksheetAnalysisGetCalibrationModel(DataTable))
	GetHashCode	Serves as the default hash function. (Inherited from Object)
	GetType	Gets the Type of the current instance. (Inherited from Object)
	IsPCRCalibrationModel
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object)
	PredictValues(DataTableMatrixProxyWithMultipleColumnHeaderColumns, Int32, DataTable, DataTable)	This predicts the selected columns/rows against a user choosen calibration model. The orientation of spectra is given by the parameter spectrumIsRow. (Inherited from WorksheetAnalysis)
	PredictValues(DataTable, IAscendingIntegerCollection, IAscendingIntegerCollection, Int32, DataTable, DataTable)	This predicts the selected columns/rows against a user choosen calibration model. The orientation of spectra is given by the parameter spectrumIsRow. (Inherited from WorksheetAnalysis)
	StoreCalculatedColumn	Stores the information that a given column was calculated inside the DataSource object of the table. (Inherited from WorksheetAnalysis)
	StoreCalibrationModelInTable	(Overrides WorksheetAnalysisStoreCalibrationModelInTable(IMultivariateCalibrationModel, DataTable))
	StoreFRatioData	(Inherited from WorksheetAnalysis)
	StoreNumberOfFactors	(Inherited from WorksheetAnalysis)
	StoreOriginalY	(Inherited from WorksheetAnalysis)
	StorePreprocessedData	(Inherited from WorksheetAnalysis)
	StorePRESSData	(Inherited from WorksheetAnalysis)
	StoreXOfX	(Inherited from WorksheetAnalysis)
	ToString	Returns a string that represents the current object. (Inherited from Object)

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Reference

Altaxo.Calc.Regression.Multivariate Namespace