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 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:31), 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

tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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