mpKPlus1STATIS.core: mpKPlus1STATIS.core: Core Function for (K+1) STATIS via...

In MExPosition: Multi-table ExPosition

Description

Performs the core of (K+1) STATIS

Usage

mpKPlus1STATIS.core(data, plus1data, num.obs, column.design, num.groups, 
  optimization.option = 'STATIS')

Arguments

data	Matrix of preprocessed data
plus1data	Matrix of preprocessed external table
num.obs	Number of observations
column.design	Column Design for data - used to identifty the tables of the data matrix
num.groups	Number of groups
optimization.option	String option of either 'None', 'Multiable', 'RV_Matrix', 'STATIS' (DEFAULT), or 'STATIS_Power1'

Details

Computation of (K+1) STATIS. This function should not be used independently. It should be used with mpKPlus1STATIS

Value

S	Inner Product: Scalar Product Matrices of dataset
S.star	Inner Product: Scalar Product Matrices * of dataset
rvMatrix.star	Inner Product: RV Matrix *
C	Inner Product: C Matrix of S*
ci	Inner Product: Contribution of the rows of C*
cj	Inner Product: Contribuition of the columns of C*
eigs	Inner Product: Eigen Values of C*
eigs.vector	Inner Product: Eigen Vectors of C*
eigenValue	Inner Product: Eigen Value of C*
fi	Inner Product: Factor Scores of C*
tau	Inner Product: Percent Variance Explained of C*
alphaWeights	Inner Product: Alpha Weights *
compromise	Compromise Matrix
compromise.eigs	Compromise: Eigen Values
compromise.eigs.vector	Compromise: Eigen Vector
compromise.fi	Compromise: Factor Scores
Compromise.tau	Compromise: Percent Variance Explained
compromise.ci	Compromise: Contributions of the rows
compromise.cj	Compromise: Contributions of the Columns
masses	Table: masses
table.eigs	Table: Eigen Values
table.eigs.vector	Table: Eigen Vectors
table.loadings	Table: Loadings
table.fi	Table: Factor Scores
table.partial.fi	Table: Partial Factor Scores
table.partial.fi.array	Table: Array of Partial Factor Scores
table.tau	Table: Percent Variance Explained

Author(s)

Cherise R. Chin Fatt and Hervé Abdi.

References

Abdi, H., Williams, L.J., Valentin, D., & Bennani-Dosse, M. (2012). STATIS and DISTATIS: Optimum multi-table principal component analysis and three way metric multidimensional scaling. Wiley Interdisciplinary Reviews: Computational Statistics, 4, 124-167

See Also

mpKPlus1STATIS, mpSTATIS

MExPosition documentation built on May 29, 2017, 2:27 p.m.