R Observatory: Metrics for BSPBSS version 1.0.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

BSPBSS

1.0.6Package record

Bayesian Spatial Blind Source Separation

0packages depend

3.4Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Ben WuCRAN page ↗

Gibbs sampling for Bayesian spatial blind source separation (BSP-BSS). BSP-BSS is designed for spatially dependent signals in high dimensional and large-scale data, such as neuroimaging. The method assumes the expectation of the observed images as a linear mixture of multiple sparse and piece-wise smooth latent source signals, and constructs a Bayesian nonparametric prior by thresholding Gaussian processes. Details can be found in our paper: Wu, B., Guo, Y., & Kang, J. (2024). Bayesian spatial blind source separation via the thresholded gaussian process. Journal of the American Statistical Association, 119(545), 422-433.

Install

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

install.packages("BSPBSS", 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-bspbss

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-BSPBSS

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-BSPBSS

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: 4.8 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-05-02
NOTE11 OK, 3 NOTE2026-04-22
ERROR10 OK, 3 NOTE, 1 ERROR2026-04-18

Show 3 earlier changesHide 3 earlier changes

NOTE7 OK, 7 NOTE2026-04-08
ERROR6 OK, 7 NOTE, 1 ERROR2026-04-07
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.6

READMEYes · 170 wordsVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 7
Examples that run: 100%5 run in a plain check
Exported functions with examples: 71%
Documented parameters: 94%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

BSPBSS-vignette HTML

How these are measured

Downloads

3.4K

CRAN downloads in the past year

Rank #12,433 · ~9/day · ~282/mo

Releases R versions

Daily download trend is not available in this view yet.

35530 days

89890 days

3.4K1 year

Compare downloads with other packages →

Also on404 r2u9 autocran

How downloads are counted

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Installing BSPBSS adds 45 packages (22 with compiled code, 38 MB of source tarballs). Heaviest: ggplot2 6.0 MB, oro.nifti 5.0 MB, gplots 4.6 MB.

Depends (2)

R >= 3.4.0movMF

Imports (12)

rstiefel Rcpp ica glmnet gplots BayesGPfit svd neurobase oro.nifti gridExtra ggplot2 gtools

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (2)

knitr rmarkdown

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)

Ben Wu

Author, Maintainer since 1.0.2 (2022)

Ying Guo

Author

Jian Kang

Author

Releases (5)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.6Latest
record
2025-10-16 · 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
1.0.5
record
2022-11-25 · diff ↗
1.0.4
record
2022-10-01 · diff ↗
1.0.3
record
2022-09-18 · diff ↗
1.0.2
record
2022-09-02
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-09-02
Total releases: 5 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.4.0
Download size: 356 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("BSPBSS")

Format

Wu, B., Guo, Y., & Kang, J. (2025). BSPBSS: Bayesian Spatial Blind Source Separation (Version 1.0.6) [Computer software]. https://doi.org/10.32614/CRAN.package.BSPBSS

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 BSPBSS version 1.0.6 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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