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ALS
View on CRAN: Click
here
Download and install ALS package within the R console
Install from CRAN:
install.packages("ALS")
Install from Github:
library("remotes")
install_github("cran/ALS")
Install by package version:
library("remotes")
install_version("ALS", "0.0.7")
Attach the package and use:
library("ALS")
Maintained by
Katharine Mullen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2008-08-06
Latest Update: 2022-08-25
Description:
Alternating least squares is often used to resolve
components contributing to data with a bilinear structure; the
basic technique may be extended to alternating constrained
least squares. Commonly applied constraints include
unimodality, non-negativity, and normalization of components.
Several data matrices may be decomposed simultaneously by
assuming that one of the two matrices in the bilinear
decomposition is shared between datasets.
How to cite:
Katharine Mullen (2008). ALS: Multivariate Curve Resolution Alternating Least Squares (MCR-ALS). R package version 0.0.7, https://cran.r-project.org/web/packages/ALS. Accessed 06 Nov. 2024.
Previous versions and publish date:
Other packages that cited ALS R package
View ALS citation profile
Other R packages that ALS depends,
imports, suggests or enhances
Complete documentation for ALS
Functions, R codes and Examples using
the ALS R package
Some associated functions: als . internals . matchFactor . multiex . multiex1 . plotS .
Some associated R codes: als.R . barplot3.R . getC.R . getCList.R . getS.R . getWSList.R . getWSListAllTimes.R . matchFactor.R . normdat.R . plotSp.R . Full ALS package functions and examples
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