multiway: 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.

Version: 1.0-6
Depends: CMLS, parallel
Published: 2019-03-13
DOI: 10.32614/CRAN.package.multiway
Author: Nathaniel E. Helwig
Maintainer: Nathaniel E. Helwig <helwig at umn.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: ChangeLog
In views: Psychometrics
CRAN checks: multiway results

Documentation:

Reference manual: multiway.pdf

Downloads:

Package source: multiway_1.0-6.tar.gz
Windows binaries: r-devel: multiway_1.0-6.zip, r-release: multiway_1.0-6.zip, r-oldrel: multiway_1.0-6.zip
macOS binaries: r-release (arm64): multiway_1.0-6.tgz, r-oldrel (arm64): multiway_1.0-6.tgz, r-release (x86_64): multiway_1.0-6.tgz, r-oldrel (x86_64): multiway_1.0-6.tgz
Old sources: multiway archive

Reverse dependencies:

Reverse depends: cpfa
Reverse imports: albatross, CICA, parafac4microbiome, staRdom
Reverse suggests: ChemoSpec2D, ChemoSpecUtils

Linking:

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