R Observatory: Metrics for SpatMCA version 1.0.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SpatMCA

1.0.7Package record

Regularized Spatial Maximum Covariance Analysis

0packages depend

2.5Kdownloads / year

80.2%test coverage

13/13flavors OK

Overview

About

Maintained by Wen-Ting WangCRAN page ↗GitHub ↗Website ↗Issues ↗

Provide regularized maximum covariance analysis incorporating smoothness, sparseness and orthogonality of couple patterns by using the alternating direction method of multipliers algorithm. The method can be applied to either regularly or irregularly spaced data, including 1D, 2D, and 3D (Wang and Huang, 2018 doi:10.1002/env.2481).

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("egpivo/SpatMCA")

Development version from egpivo/SpatMCA. Installs pak first if it is not already available.

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-spatmca

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-SpatMCA

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-SpatMCA

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

13OK

CRAN check page ↗

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

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-22

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.7

README· In the repository, left out of the releaseVignettesNoNEWSYes · 100% structured · does not mention 1.0.7Citation fileNoWebsiteYes · pkgdown

Help pages: 11 (9 internal)includes a package overview page
Examples that run: 100%2 run in a plain check
Exported functions with examples: 100%
Documented parameters: 86%
Return-value docs: 100%
Help pages citing references: 9%

How these are measured

Downloads

2.5K

CRAN downloads in the past year

Rank #15,902 · ~7/day · ~207/mo

Releases R versions

Daily download trend is not available in this view yet.

24830 days

78990 days

2.5K1 year

Compare downloads with other packages →

Also on376 r2u2 autocran

How downloads are counted

Repository

egpivo/spatmca ↗Account: egpivo

5Stars

1Forks

0Open issues

0Open PRs

4Releases

120Commits

4Commit identities

radmmccacross-covariancelassosplinesrcpparmadillorcppparallel

License file reads as GPL-2.0 · 120 commits · Last activity 2025-10-04

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-08-19 · 52026-07-07 · 5

How these are measured

PracticesBeta

7 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/egpivo/spatmca on 2026-10-25.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (2)

PR template

The repository owner accepts GitHub Sponsors

Docs source (2)

GitHub Pages site last deployed 2025-10-04 · The repository has a site deploy workflow

Coverage (1)

Coverage reporting (Codecov)

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing SpatMCA adds 20 packages (10 with compiled code, 17 MB of source tarballs). Heaviest: ggplot2 6.0 MB, Rcpp 1.8 MB, isoband 1.5 MB.

Depends (1)

R >= 3.4.0

Imports (4)

RcppMASSggplot2 scales

LinkingTo (3)

Rcpp RcppArmadillo RcppParallel

Suggests (9)

testthat RColorBrewer plot3D pracma spTimer fields maps covr V8

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Wen-Ting Wang

Author, Maintainer since 1.0.0.0 (2016)

Hsin-Cheng Huang

Author

Releases (7)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.7Latest
record
2025-09-29 · current release · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+

added 1 export
spatmca
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
unarchivedReturned to CRAN
2023-11-21
1.0.4
record
2023-11-21 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
archivedRemoved from CRAN
2021-02-08
check problems were not corrected in time
unarchivedReturned to CRAN
2021-01-16
1.0.2.0
record
2021-01-16 · diff ↗
archivedRemoved from CRAN
2020-10-28
check issues were not corrected in time
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23

Show 6 earlier eventsHide 6 earlier events

1.0.1.0
record
2018-04-02 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.0.0.2
record
2017-03-18 · diff ↗
1.0.0.1
record
2016-06-04 · diff ↗
1.0.0.0
record
2016-05-19
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-05-19
Total releases: 7 / 10 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.4.0
Download size: 33 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SpatMCA")

Format

Wang, W., & Huang, H. (2025). SpatMCA: Regularized Spatial Maximum Covariance Analysis (Version 1.0.7) [Computer software]. https://doi.org/10.32614/CRAN.package.SpatMCA

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 SpatMCA version 1.0.7 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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