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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 |
| Reference manual: | multiway.pdf |
| 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 depends: | cpfa |
| Reverse imports: | albatross, CICA, parafac4microbiome, staRdom |
| Reverse suggests: | ChemoSpec2D, ChemoSpecUtils |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.