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 16 Jul. 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

wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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