Other packages > Find by keyword >

mixedCCA  

Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mixedCCA", "1.6.3")



Attach the package and use:
library("mixedCCA")
Maintained by
Irina Gaynanova
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-26
Latest Update: 2022-09-09
Description:
Semi-parametric approach for sparse canonical correlation analysis which can handle mixed data types: continuous, binary and truncated continuous. Bridge functions are provided to connect Kendall's tau to latent correlation under the Gaussian copula model. The methods are described in Yoon, Carroll and Gaynanova (2020) and Yoon, Mueller and Gaynanova (2021) .
How to cite:
Irina Gaynanova (2020). mixedCCA: Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data. R package version 1.6.3, https://cran.r-project.org/web/packages/mixedCCA. Accessed 05 Mar. 2026.
Previous versions and publish date:
1.3.0 (2020-08-26 11:20), 1.3.1 (2020-08-27 09:20), 1.4.3 (2020-10-12 01:40), 1.4.6 (2021-03-20 23:50), 1.5.2 (2022-05-26 01:10), 1.6.2 (2022-09-09 23:50)
Other packages that cited mixedCCA R package
View mixedCCA citation profile
Other R packages that mixedCCA depends, imports, suggests or enhances
Complete documentation for mixedCCA
Functions, R codes and Examples using the mixedCCA R package
Some associated functions: CorrStructure . GenerateData . KendallTau . estimateR . find_w12bic . lambdaseq_generate . mixedCCA . myrcc . standardCCA . 
Some associated R codes: GenerateData.R . KendallCCA.R . KendallTau.R . RcppExports.R . auxiliaryFunctions.R . bridge.R . bridgeInv.R . estimateR.R . fromKtoR.R . fromKtoR_ml.R .  Full mixedCCA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ClimClass  
Climate Classification According to Several Indices
Classification of climate according to Koeppen - Geiger, of aridity indices, of continentality indi ...
Download / Learn more Package Citations See dependency  
pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  
imagefx  
Extract Features from Images
Synthesize images into characteristic features for time-series analysis or machine learning applicat ...
Download / Learn more Package Citations See dependency  
neat  
Efficient Network Enrichment Analysis Test
Includes functions and examples to compute NEAT, the Network Enrichment Analysis Test described in ...
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  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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