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.


Reference manual

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install.packages("multiway")

1.0-7 by Nathaniel E. Helwig, 2 years ago


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


Authors: Nathaniel E. Helwig [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on CMLS, parallel


Imported by CICA, CMTFtoolbox, albatross, lpda, parafac4microbiome, staRdom.

Depended on by cpfa.

Suggested by ChemoSpec2D, ChemoSpecUtils.


See at CRAN