multiway: Component Models for Multi-Way Data
Version 1.0-3

Fits multi-way component models via alternating least squares algorithms with optional constraints: orthogonal, non-negative, unimodal, monotonic, periodic, smooth, or structure. Fit models include Individual Differences Scaling, Parallel Factor Analysis (1 and 2), Simultaneous Component Analysis, and Tucker Factor Analysis.

AuthorNathaniel E. Helwig <helwig@umn.edu>
Date of publication2017-05-19 06:20:13 UTC
MaintainerNathaniel E. Helwig <helwig@umn.edu>
LicenseGPL (>= 2)
Version1.0-3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("multiway")

Getting started

Package overview

Popular man pages

fnnls: Fast Non-Negative Least Squares
multiway-internal: Internal Multi-Way Functions
multiway-package: Component Models for Multi-Way Data
ncenter: Center n-th Dimension of Array
parafac: Parallel Factor Analysis-1
reorder: Reorder Multi-Way Factors
smpower: Symmetric Matrix Power
See all...

All man pages Function index File listing

Man pages

congru: Tucker's Congruence Coefficient
const.control: Auxiliary for Controlling Multi-Way Constraints
corcondia: Core Consistency Diagnostic
fitted: Extract Multi-Way Fitted Values
fnnls: Fast Non-Negative Least Squares
indscal: Individual Differences Scaling
krprod: Khatri-Rao Product
mpinv: Moore-Penrose Pseudoinverse
multiway-internal: Internal Multi-Way Functions
multiway-package: Component Models for Multi-Way Data
ncenter: Center n-th Dimension of Array
nscale: Scale n-th Dimension of Array
parafac: Parallel Factor Analysis-1
parafac2: Parallel Factor Analysis-2
print: Print Multi-Way Model
reorder: Reorder Multi-Way Factors
rescale: Rescales Multi-Way Factors
resign: Resigns Multi-Way Factors
sca: Simultaneous Component Analysis
smpower: Symmetric Matrix Power
sumsq: Sum-of-Squares of Given Object
tucker: Tucker Factor Analysis
USalcohol: United States Alcohol Consumption Data (1970-2013)

Functions

IsplineBasis Man page Source code
MsplineBasis Man page Source code
USalcohol Man page
congru Man page Source code
const.control Man page Source code
corcondia Man page Source code
ed2sp Man page Source code
fitted.indscal Man page Source code
fitted.parafac Man page Source code
fitted.parafac2 Man page Source code
fitted.sca Man page Source code
fitted.tucker Man page Source code
fmnls Man page Source code
fnnls Man page Source code
fsmls Man page Source code
fumls Man page Source code
indscal Man page Source code
krprod Man page Source code
mpinv Man page Source code
multiway Man page
multiway-package Man page
ncenter Man page Source code
nrescale Man page Source code
nscale Man page Source code
parafac Man page Source code
parafac2 Man page Source code
parafac2_3way Man page Source code
parafac2_4way Man page Source code
parafac_3way Man page Source code
parafac_4way Man page Source code
print.indscal Man page Source code
print.parafac Man page Source code
print.parafac2 Man page Source code
print.sca Man page Source code
print.tucker Man page Source code
reorder.indscal Man page Source code
reorder.parafac Man page Source code
reorder.parafac2 Man page Source code
reorder.sca Man page Source code
reorder.tucker Man page Source code
rescale Man page Source code
rescale.indscal Man page Source code
rescale.parafac Man page Source code
rescale.parafac2 Man page Source code
rescale.sca Man page Source code
rescale.tucker Man page Source code
resign Man page Source code
resign.indscal Man page Source code
resign.parafac Man page Source code
resign.parafac2 Man page Source code
resign.sca Man page Source code
resign.tucker Man page Source code
rfunc Man page Source code
sca Man page Source code
smpower Man page Source code
sumsq Man page Source code
tucker Man page Source code
tucker_3way Man page Source code
tucker_4way Man page Source code

Files

NAMESPACE
data
data/USalcohol.rda
R
R/corcondia.R
R/fnnls.R
R/MsplineBasis.R
R/resign.indscal.R
R/smpower.R
R/resign.parafac.R
R/parafac2_3way.R
R/IsplineBasis.R
R/krprod.R
R/reorder.parafac.R
R/reorder.indscal.R
R/parafac2_4way.R
R/nrescale.R
R/nscale.R
R/fitted.parafac2.R
R/fitted.tucker.R
R/parafac2.R
R/fitted.indscal.R
R/print.tucker.R
R/indscal.R
R/rescale.parafac2.R
R/reorder.tucker.R
R/fsmls.R
R/fitted.parafac.R
R/resign.sca.R
R/resign.R
R/rescale.R
R/const.control.R
R/tucker_3way.R
R/resign.tucker.R
R/resign.parafac2.R
R/parafac.R
R/mpinv.R
R/congru.R
R/print.parafac.R
R/fitted.sca.R
R/print.sca.R
R/ed2sp.R
R/sumsq.R
R/ncenter.R
R/parafac_3way.R
R/tucker.R
R/parafac_4way.R
R/fmnls.R
R/fumls.R
R/rescale.parafac.R
R/rescale.indscal.R
R/tucker_4way.R
R/reorder.sca.R
R/rfunc.R
R/sca.R
R/reorder.parafac2.R
R/print.parafac2.R
R/print.indscal.R
R/rescale.tucker.R
R/rescale.sca.R
MD5
DESCRIPTION
ChangeLog
man
man/USalcohol.Rd
man/nscale.Rd
man/ncenter.Rd
man/krprod.Rd
man/parafac2.Rd
man/multiway-package.Rd
man/reorder.Rd
man/tucker.Rd
man/multiway-internal.Rd
man/corcondia.Rd
man/indscal.Rd
man/sca.Rd
man/smpower.Rd
man/const.control.Rd
man/fnnls.Rd
man/mpinv.Rd
man/rescale.Rd
man/resign.Rd
man/sumsq.Rd
man/fitted.Rd
man/congru.Rd
man/print.Rd
man/parafac.Rd
multiway documentation built on May 23, 2017, 9:07 a.m.