Other packages > Find by keyword >

sRDA  

Sparse Redundancy Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sRDA", "1.0.0")



Attach the package and use:
library("sRDA")
Maintained by
Attila Csala
[Scholar Profile | Author Map]
First Published: 2017-12-14
Latest Update: 2017-12-14
Description:
Sparse redundancy analysis for high dimensional (biomedical) data. Directional multivariate analysis to express the maximum variance in the predicted data set by a linear combination of variables of the predictive data set. Implemented in a partial least squares framework, for more details see Csala et al. (2017) <doi:10.1093/bioinformatics/btx374>.
How to cite:
Attila Csala (2017). sRDA: Sparse Redundancy Analysis. R package version 1.0.0, https://cran.r-project.org/web/packages/sRDA. Accessed 05 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited sRDA R package
View sRDA citation profile
Other R packages that sRDA depends, imports, suggests or enhances
Complete documentation for sRDA
Functions, R codes and Examples using the sRDA R package
Some associated functions: generate_data . sCCA . sRDA . 
Some associated R codes: generate_data.R . get_cross_validated_penalty_parameters.R . get_enet.R . get_multiple_LVs.R . get_non_parallel_cv.R . get_parallel_cv.R . get_split_sets.R . get_ust.R . sCCA.R . sRDA.R .  Full sRDA package functions and examples
Downloads during the last 30 days
03/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/3003/3104/0104/0204/03Downloads for sRDA012345678910111213TrendBars

Today's Hot Picks in Authors and Packages

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  
whitestrap  
White Test and Bootstrapped White Test for Heteroskedasticity
Formal implementation of White test of heteroskedasticity and a bootstrapped version of it, develope ...
Download / Learn more Package Citations See dependency  
TrendInTrend  
Odds Ratio Estimation and Power Calculation for the Trend in Trend Model
Estimation of causal odds ratio and power calculation given trends in exposure prevalenceand outcome ...
Download / Learn more Package Citations See dependency  
gllvm  
Generalized Linear Latent Variable Models
Analysis of multivariate data using generalized linear latent variable models (gllvm). Estimation i ...
Download / Learn more Package Citations See dependency  
deepdive  
Deep Learning for General Purpose
Aims to provide simple intuitive functions to create quick prototypes of artificial neural network o ...
Download / Learn more Package Citations See dependency  
IGST  
Informative Gene Selection Tool
Mining informative genes with certain biological meanings are important for clinical diagnosis of di ...
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