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 21 Nov. 2024.
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)
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
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  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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