R Observatory: Metrics for mixedCCA version 1.6.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mixedCCA

1.6.3Package record

Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data

0packages depend

7.2Kdownloads / year

–test coverage

12/13flavors OK

Overview

About

Maintained by Irina GaynanovaCRAN 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. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

1NOTE12OK

Check messages

NOTEC++ specificationr-oldrel-macos-arm64

Specified C++11: please drop specification unless essential

NOTERd filesr-oldrel-macos-arm64

checkRd: (-1) GenerateData.Rd:53: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:54: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:55: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:56: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:57: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:58: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:59: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:60: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:61: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:62: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:63: Lost braces in \itemize; \value hand
...[truncated]...
es \item{}{} directly
checkRd: (-1) mixedCCA.Rd:63: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mixedCCA.Rd:64: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mixedCCA.Rd:65: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mixedCCA.Rd:66: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mixedCCA.Rd:67: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) myrcc.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) myrcc.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) myrcc.Rd:27: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) standardCCA.Rd:21: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) standardCCA.Rd:22: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) standardCCA.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly

CRAN check page ↗

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

Status changes

NOTE12 OK, 1 NOTE2026-06-09
ERROR11 OK, 1 NOTE, 1 ERROR2026-06-08
NOTE13 OK, 1 NOTE2026-04-22
ERROR12 OK, 1 NOTE, 1 ERROR2026-04-18
NOTE13 OK, 1 NOTE2026-04-10

Show 2 earlier changesHide 2 earlier changes

ERROR12 OK, 1 NOTE, 1 ERROR2026-04-09
NOTE13 OK, 1 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.6.3

READMEYes · 135 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 9
Examples that run: 100%5 run in a plain check
Exported functions with examples: 56%
Documented parameters: 100%
Return-value docs: 89%
Help pages citing references: 33%

How these are measured

Downloads

7.2K

CRAN downloads in the past year

Rank #4,770 · ~20/day · ~600/mo

Releases R versions

Daily download trend is not available in this view yet.

58830 days

1.7K90 days

7.2K1 year

Compare downloads with other packages →

Also on467 r2u4 autocran2.7K conda_forge66 bioconda

How downloads are counted

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Installing mixedCCA adds 118 packages (58 with compiled code, 100 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

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.

How these are counted

Code & Tests

People & History

People (3)

Irina Gaynanova

Author, Maintainer since 1.4.6 (2021)

Grace Yoon

Author

Mingze Huang

Contributor · added in 1.5.2

Previously maintained by Grace Yoon (1.3.0 to 1.4.3).

Releases (7)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.6.3Latest
record
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
record
2022-09-09 · diff ↗
unarchivedReturned to CRAN
2022-05-26
1.5.2
record
2022-05-26 · diff ↗
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
record
2021-03-20 · diff ↗
1.4.3
record
2020-10-12 · diff ↗
1.3.1
record
2020-08-27 · diff ↗
1.3.0
record
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

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 package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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