R Observatory: Metrics for mixedCCA version 1.6.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mixedCCA

1.6.3

Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data

0packages depend

6.6Kdownloads / year

–test coverage

12/13checks pass

Overview

About

Maintained by Irina GaynanovaFirst published 2020-08-267 releasesCRAN page ↗

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) doi:10.1093/biomet/asaa007 and Yoon, Mueller and Gaynanova (2021) doi:10.1080/10618600.2021.1882468.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("mixedCCA", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-mixedcca

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-mixedCCA

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-mixedCCA

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-oldrel-macos-arm64

Slowest check: 3.7 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

9

Dependencies · direct

Check history

NOTE2026-06-09
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-22
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
12 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-10
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-09
12 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 135 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 89%
References docs: 33%

Downloads

6.6K

CRAN downloads in the past year

Rank #4,377 · ~18/day · ~547/mo

Releases R versions

Daily download trend is not available in this view yet.

53930 days

1.9K90 days

6.6K1 year

Compare downloads with other packages →

Also on418 r2u1 autocran2.8K conda_forge58 bioconda

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (3)

R >= 3.0.1statsMASS

Imports (7)

Rcpp pcaPPMatrixfMultivar mnormt irlba latentcor (>= 2.0.1)

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Irina Gaynanova

Author, Maintainer

Authors (2)

Irina Gaynanova

Author, Maintainer

Grace Yoon

Author

Contributors (1)

Mingze Huang

Contributor · added in 1.5.2

Package Timeline

7 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.6.3Latest
2025-11-18 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.6.2
2022-09-09 · diff ↗
1.5.2
2022-05-26 · diff ↗
unarchivedReturned to CRAN
2022-05-26
archivedRemoved from CRAN
2022-05-07
requires archived package 'chebpol'
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.4.6
2021-03-20 · diff ↗
1.4.3
2020-10-12 · diff ↗
1.3.1
2020-08-27 · diff ↗
1.3.0
2020-08-26
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-08-26
Total releases: 7 / 6 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.0.1
Download size: 25 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mixedCCA")

Format

Gaynanova, I., Huang, M., & Yoon, G. (2025). mixedCCA: Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data (Version 1.6.3) [Computer software]. https://doi.org/10.32614/CRAN.package.mixedCCA

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for mixedCCA version 1.6.3 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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