Component Models for Multi-Way Data

Fits multi-way component models via alternating least squares algorithms with optional constraints. Fit models include N-way Canonical Polyadic Decomposition, Individual Differences Scaling, Multiway Covariates Regression, Parallel Factor Analysis (1 and 2), Simultaneous Component Analysis, and Tucker Factor Analysis.


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install.packages("multiway")

1.0-6 by Nathaniel E. Helwig, 7 months ago


Browse source code at https://github.com/cran/multiway


Authors: Nathaniel E. Helwig <[email protected]>


Documentation:   PDF Manual  


Task views: Psychometric Models and Methods


GPL (>= 2) license


Depends on CMLS, parallel


Imported by cocoreg, staRdom.

Suggested by ChemoSpec2D, ChemoSpecUtils.


See at CRAN