Multivariate analysis routines Category

Dew Stats Master .NET

Summary

Includes routines for multivariate analysis (PCA, Multidimensional Scaling, Factor Analysis, Discriminant Analysis).

Description

Introduces several methods for performing multivariate analysis, including Principal Component Analysis, Multidimensional Scaling, Item Analysis, Factor Analysis, Hotelling T2 test.

Components

	Name	Summary
	TMtxMDScaling	Performs multidimensional scaling.
	TMtxPCA	Performs Principle Component Analysis (PCA).

Routines

Name	Summary
BarlettTest	Performs the Barlett test for dimensionality of data.
CronbachAlpha	The Cronbach Alpha coefficient.
HotellingT2One	One-sample Hotelling T2 test.
HotellingT2Two	Two-sample Hotelling T2 test.
MBoxTest	M-Box test for equal covariances.
MDScaleMetric	Classical multidimensional scaling.
MDScaleStress	The stress factor for multidimensional scaling.
OrthogonalRotation	Orthogonal rotation of matrix.
PairwiseDistance	Pairwise distance.
PCA
PCAResiduals	PC residuals.

Plain types

Name	Summary
TPCADataFormat	Defines how data is interpreted in PCA.
TPCAMode	Defines type of Principal Component Analysis (PCA).