Other packages > Find by keyword >

CMLS  

Constrained Multivariate Least Squares
View on CRAN: Click here


Download and install CMLS package within the R console
Install from CRAN:
install.packages("CMLS")

Install from Github:
library("remotes")
install_github("cran/CMLS")

Install by package version:
library("remotes")
install_version("CMLS", "1.0-1")



Attach the package and use:
library("CMLS")
Maintained by
Nathaniel E. Helwig
[Scholar Profile | Author Map]
First Published: 2018-06-10
Latest Update: 2023-03-31
Description:
Solves multivariate least squares (MLS) problems subject to constraints on the coefficients, e.g., non-negativity, orthogonality, equality, inequality, monotonicity, unimodality, smoothness, etc. Includes flexible functions for solving MLS problems subject to user-specified equality and/or inequality constraints, as well as a wrapper function that implements 24 common constraint options. Also does k-fold or generalized cross-validation to tune constraint options for MLS problems. See ten Berge (1993, ISBN:9789066950832) for an overview of MLS problems, and see Goldfarb and Idnani (1983) for a discussion of the underlying quadratic programming algorithm.
How to cite:
Nathaniel E. Helwig (2018). CMLS: Constrained Multivariate Least Squares. R package version 1.0-1, https://cran.r-project.org/web/packages/CMLS. Accessed 06 Apr. 2025.
Previous versions and publish date:
1.0-0 (2018-06-10 17:17)
Other packages that cited CMLS R package
View CMLS citation profile
Other R packages that CMLS depends, imports, suggests or enhances
Complete documentation for CMLS
Functions, R codes and Examples using the CMLS R package
Some associated functions: CMLS-internal . CMLS-package . cmls . const . cv.cmls . mlsei . mlsun . 
Some associated R codes: IsplineBasis.R . MsplineBasis.R . PseudoInverse.R . cmls.R . const.R . cv.cmls.R . gcvfun.R . kcvmae.R . kcvmse.R . list2bdiag.R . mlsei.R . mlsun.R . rsinvsqrt.R . solveQP.R . solveQPerror.R .  Full CMLS package functions and examples
Downloads during the last 30 days
03/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/05Downloads for CMLS510152025303540455055TrendBars

Today's Hot Picks in Authors and Packages

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  
danstat  
R Client for the Statistics Denmark Databank API
The purpose of the package is to enable an R function interface into the Statistics Denmark Databank ...
Download / Learn more Package Citations See dependency  
ider  
Various Methods for Estimating Intrinsic Dimension
An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or ...
Download / Learn more Package Citations See dependency  
spCP  
Spatially Varying Change Points
Implements a spatially varying change point model with unique intercepts, slopes, variance intercep ...
Download / Learn more Package Citations See dependency  
listarrays  
A Toolbox for Working with R Arrays in a Functional Programming Style
A toolbox for R arrays. Flexibly split, bind, reshape, modify, subset and name arrays. ...
Download / Learn more Package Citations See dependency  
FuzzyQ  
Fuzzy Quantification of Common and Rare Species
Fuzzy clustering of species in an ecological community as common or rare based on their abundance a ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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