Other packages > Find by keyword >

ALS  

Multivariate Curve Resolution Alternating Least Squares (MCR-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]
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 18 Sep. 2026.
Previous versions and publish date:
0.0.1 (2008-08-06 19:06), 0.0.2 (2008-09-09 12:16), 0.0.3 (2009-02-18 08:36), 0.0.4 (2010-11-25 09:22), 0.0.5 (2012-03-19 17:28), 0.0.6 (2015-08-03 11:44), (2026-07-09 07:56)
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA