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multiway  

Component Models for Multi-Way Data
View on CRAN: Click here


Download and install multiway package within the R console
Install from CRAN:
install.packages("multiway")

Install from Github:
library("remotes")
install_github("cran/multiway")

Install by package version:
library("remotes")
install_version("multiway", "1.0-7")



Attach the package and use:
library("multiway")
Maintained by
Nathaniel E. Helwig
[Scholar Profile | Author Map]
First Published: 2015-04-15
Latest Update: 2019-03-13
Description:
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.
How to cite:
Nathaniel E. Helwig (2015). multiway: Component Models for Multi-Way Data. R package version 1.0-7, https://cran.r-project.org/web/packages/multiway. Accessed 06 May. 2025.
Previous versions and publish date:
1.0-0 (2015-04-15 21:41), 1.0-1 (2015-08-26 23:17), 1.0-2 (2016-02-20 00:54), 1.0-3 (2017-05-19 08:20), 1.0-4 (2017-11-13 11:26), 1.0-5 (2018-06-10 23:27), 1.0-6 (2019-03-13 09:20)
Other packages that cited multiway R package
View multiway citation profile
Other R packages that multiway depends, imports, suggests or enhances
Complete documentation for multiway
Functions, R codes and Examples using the multiway R package
Some associated functions: USalcohol . congru . const.control . corcondia . cpd . fitted . fnnls . indscal . krprod . mcr . meansq . mpinv . multiway-internal . multiway-package . ncenter . nscale . parafac . parafac2 . print . reorder . rescale . resign . sca . smpower . sumsq . tucker . 
Some associated R codes: congru.R . const.control.R . corcondia.R . cpd.R . cpd_nway.R . cpd_nwayna.R . ed2sp.R . fitted.cpd.R . fitted.indscal.R . fitted.mcr.R . fitted.parafac.R . fitted.parafac2.R . fitted.sca.R . fitted.tucker.R . fnnls.R . indscal.R . initcmls.R . krprod.R . mcr.R . mcr_parafac.R . mcr_parafac2.R . mcr_tucker.R . meansq.R . mpinv.R . ncenter.R . nscale.R . parafac.R . parafac2.R . parafac2_3way.R . parafac2_3wayna.R . parafac2_4way.R . parafac2_4wayna.R . parafac_3way.R . parafac_3wayna.R . parafac_4way.R . parafac_4wayna.R . print.cpd.R . print.indscal.R . print.mcr.R . print.parafac.R . print.parafac2.R . print.sca.R . print.tucker.R . reorder.cpd.R . reorder.indscal.R . reorder.mcr.R . reorder.parafac.R . reorder.parafac2.R . reorder.sca.R . reorder.tucker.R . rescale.R . rescale.cpd.R . rescale.indscal.R . rescale.mcr.R . rescale.parafac.R . rescale.parafac2.R . rescale.sca.R . rescale.tucker.R . resign.R . resign.cpd.R . resign.indscal.R . resign.mcr.R . resign.parafac.R . resign.parafac2.R . resign.sca.R . resign.tucker.R . sca.R . smpower.R . sumsq.R . tucker.R . tucker_3way.R . tucker_3wayna.R . tucker_4way.R . tucker_4wayna.R .  Full multiway package functions and examples
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