Other packages > Find by keyword >

nscancor  

Non-Negative and Sparse CCA
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("nscancor", "0.7.0-6")



Attach the package and use:
library("nscancor")
Maintained by
Christian Sigg
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-07-17
Latest Update: 2023-03-31
Description:
Two implementations of canonical correlation analysis (CCA) that are based on iterated regression. By choosing the appropriate regression algorithm for each data domain, it is possible to enforce sparsity, non-negativity or other kinds of constraints on the projection vectors. Multiple canonical variables are computed sequentially using a generalized deflation scheme, where the additional correlation not explained by previous variables is maximized. nscancor() is used to analyze paired data from two domains, and has the same interface as cancor() from the 'stats' package (plus some extra parameters). mcancor() is appropriate for analyzing data from three or more domains. See and Sigg et al. (2007) for more details.
How to cite:
Christian Sigg (2014). nscancor: Non-Negative and Sparse CCA. R package version 0.7.0-6, https://cran.r-project.org/web/packages/nscancor. Accessed 01 Jul. 2026.
Previous versions and publish date:
0.6.1-25 (2018-02-15 23:59), 0.6 (2014-07-17 23:46)
Other packages that cited nscancor R package
View nscancor citation profile
Other R packages that nscancor depends, imports, suggests or enhances
Complete documentation for nscancor
Functions, R codes and Examples using the nscancor R package
Some associated functions: acor . colCardinalities . macor . mcancor . nscancor . 
Some associated R codes: acor.R . cardinality.R . macor.R . mcancor.R . normv.R . nscancor-package.R . nscancor.R .  Full nscancor package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

adehabitatHR  
Home Range Estimation
A collection of tools for the estimation of animals home range. ...
Download / Learn more Package Citations See dependency  
pageviews  
An API Client for Wikimedia Traffic Data
Pageview data from the 'Wikimedia' sites, such as 'Wikipedia' , from en ...
Download / Learn more Package Citations See dependency  
GSM  
Gamma Shape Mixture
Implementation of a Bayesian approach for estimating a mixture of gamma distributions in which the m ...
Download / Learn more Package Citations See dependency  
validatedb  
Validate Data in a Database using "validate"
Check whether records in a database table are valid usingvalidation rules in R syntax specified with ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
IBMPopSim  
Individual Based Model Population Simulation
Simulation of the random evolution of heterogeneous populations using stochastic Individual-Based Mo ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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