MExPosition (version 2.0.3)

mpSTATIS.optimize: mpSTATIS.optimize: STATIS Optimization Options

Description

Provides various optimization options for STATIS.

Usage

mpSTATIS.optimize(data, num.obs, column.design = NULL, 
	num.groups, optimization.option = 'STATIS')

Arguments

data

Data Matrix

num.obs

Number of Observation

column.design

Table which identifies the tables.

num.groups

Number of Tables

optimization.option

String option with the following options: 'None', 'STATIS' (default), 'RV_Matrix', 'STATIS_Power1', 'ANISOSTATIS_Type1', 'ANISOSTATIS_Type2'

Details

After the optimization option is passed through this function, the core of the STATIS processing is performed by calling either mpSTATIS.core or mpANISOSTATIS.core.

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

mpDISTATIS, mpSTATIS, mpANISOSTATIS.core