R Observatory: Metrics for bdsm version 0.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bdsm

0.3.0Package record

Bayesian Dynamic Systems Modeling

0packages depend

3.3Kdownloads / year

85.0%test coverage

11/13flavors OK

Overview

About

Maintained by Marcin DubelCRAN page ↗

Implements methods for building and analyzing models based on panel data as described in the paper by Moral-Benito (2013, doi:10.1080/07350015.2013.818003). The package provides functions to estimate dynamic panel data models and analyze the results of the estimation.

Changes in 0.3.0

Reimplemented SEM likelihood computation in C++.

From NEWS.md in the release

Install

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

install.packages("bdsm", 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-bdsm

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-bdsm

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-bdsm

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

2NOTE11OK

Check messages

NOTERd contentsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Rd files without \usage:
  ‘coef_hist.Rd’ ‘model_pmp.Rd’ ‘model_sizes.Rd’
\arguments should not be documented without \usage.

CRAN check page ↗

Slowest check: 5.1 min · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-09-08
ERROR10 OK, 2 NOTE, 1 ERROR2026-09-07
NOTE12 OK, 1 NOTE2026-07-11
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08

Show 3 earlier changesHide 3 earlier changes

OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.0

READMEYes · 797 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.3.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 29
Examples that run: 65%15 run in a plain check · 7 only when donttest examples are enabled (R CMD check --as-cran) · 1 never run
Exported functions with examples: 96%
Documented parameters: 96%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

bdsm: Bayesian dynamic systems modelling PDF

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #10,607 · ~9/day · ~274/mo

Releases R versions

Daily download trend is not available in this view yet.

35830 days

97890 days

3.3K1 year

Compare downloads with other packages →

Also on468 r2u52 autocran

How downloads are counted

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing bdsm adds 77 packages (37 with compiled code, 66 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, doBy 4.3 MB.

Depends (1)

R >= 3.5

Imports (18)

dplyr ggplot2 ggpubrgridgridExtra knitr magrittr optimbaseparallelpbapply Rcpp RcppArmadillo rje rlang rootSolvestatstidyr tidyselect

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (3)

rmarkdown spelling testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Marcin Dubel

Contributor, Maintainer since 0.1.0 (2025)

Mateusz Wyszynski

Author

Krzysztof Beck

Contributor

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.3.0Latest
record
2025-09-30 · current release · diff ↗
0.2.2
record
2025-09-02 · diff ↗
0.2.1
record
2025-05-02 · diff ↗
0.2.0
record
2025-04-18 · diff ↗ ·
removed 12 exports
SEM_B_matrix, SEM_C_matrix, SEM_dep_var_matrix, SEM_likelihood, SEM_psi_matrix, SEM_regressors_matrix, SEM_sigma_matrix, bma_summary, data_prep, initialize_model_space, likelihoods_summary, optimal_model_space

added 11 exports
compute_model_space_stats, init_model_space_params, optim_model_space, optim_model_space_params, sem_B_matrix, sem_C_matrix, sem_dep_var_matrix, sem_likelihood, sem_psi_matrix, sem_regressors_matrix, sem_sigma_matrix
R
R 4.5.0 released · 2025-04-11
unarchivedReturned to CRAN
2025-03-17
0.1.1
record
2025-03-17 · diff ↗ ·
added 7 exports
best_models, bma, coef_hist, data_prep, jointness, model_pmp, model_sizes
archivedRemoved from CRAN
2025-03-11
issues were not corrected in time
0.1.0
record
2025-01-21
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-01-21
Total releases: 6 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5
Bundled data: 574 KB / 5 files
Download size: 1.3 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bdsm")

Format

Dubel, M., Beck, K., & Wyszynski, M. (2025). bdsm: Bayesian Dynamic Systems Modeling (Version 0.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.bdsm

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 bdsm version 0.3.0 [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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