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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1.0-6 by Nathaniel E. Helwig, 2 years ago

Browse source code at

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

Documentation:   PDF Manual  

Task views: Psychometric Models and Methods

GPL (>= 2) license

Depends on CMLS, parallel

Imported by albatross, staRdom.

Suggested by ChemoSpec2D, ChemoSpecUtils.

See at CRAN