R Observatory: Metrics for bmstdr version 0.8.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bmstdr

0.8.2

Bayesian Modeling of Spatio-Temporal Data with R

0packages depend

5Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Sujit K. SahuFirst published 2022-04-086 releasesCRAN page ↗GitHub ↗

Fits, validates and compares a number of Bayesian models for spatial and space time point referenced and areal unit data. Model fitting is done using several packages: 'rstan', 'INLA', 'spBayes', 'spTimer', 'spTDyn', 'CARBayes' and 'CARBayesST'. Model comparison is performed using the DIC and WAIC, and K-fold cross-validation where the user is free to select their own subset of data rows for validation. Sahu (2022) doi:10.1201/9780429318443 describes the methods in detail.

Install

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

install.packages("bmstdr", 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("sujit-sahu/bmstdr")

Development version from sujit-sahu/bmstdr. 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-bmstdr

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-bmstdr

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-bmstdr

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

Health

CRAN checks

13OK

Slowest check: 24.4 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

15

Dependencies · direct

Check history

OK2026-08-12
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-08
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-29
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 7 earlier snapshots

ERROR2026-07-27
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-24
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 84%
Documented parameters: 100%
Return-value docs: 100%
References docs: 29%

Downloads

5K

CRAN downloads in the past year

Rank #7,105 · ~14/day · ~416/mo

Releases R versions

Daily download trend is not available in this view yet.

35930 days

1.2K90 days

5K1 year

Compare downloads with other packages →

Also on459 r2u39 autocran

Repository

GitHub ↗ sujit-sahu/bmstdr

18Stars

3Forks

0Open issues

0Open PRs

0Releases

103Commits

3Contributors

bayesianmodellingspatio-temporal-datar

103 commits · Last activity 2025-03-31 · 0% stars, 30d

Stars over time

2025-03-27 · 162026-07-07 · 18

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/sujit-sahu/bmstdr on 2026-08-16.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

38 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.4.0Rcpp

Imports (14)

methodsspTimer ggplot2 rstan rstantools spBayes CARBayes CARBayesST spTDyn MCMCpack Rdpack mnormt inlabru ggpubr

LinkingTo (6)

BH Rcpp RcppEigen rstan StanHeaders RcppParallel

Suggests (19)

INLA coda extraDistr maps xtableMASSloo cowplot ggrepel sf knitr rmarkdown testthat ggspatial interp tidyr RColorBrewer magick markdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Sujit K. Sahu

Author, Maintainer

Authors (3)

Sujit K. Sahu

Author, Maintainer

K. Shuvo Bakar

Author

Duncan P. Lee

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.8.2Latest
2025-03-31 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.7.9
2023-12-18 · diff ↗
unarchivedReturned to CRAN
2023-12-18
archivedRemoved from CRAN
2023-10-29
check problems were not corrected in time
R
R 4.3.0 released · 2023-04-21
0.4.1
2023-03-31 · diff ↗
0.3.0
2022-07-14 · diff ↗
0.2.2
2022-06-21 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.4
2022-04-08
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-04-08
Total releases: 6 / 4 yrs
License: GPL-2 OSI
Additional repositories: inla.r-inla-download.org
Minimum R: ≥ 3.4.0
Bundled data: 641 KB / 10 files
Download size: 2.2 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bmstdr")

Format

Sahu, S. K., Bakar, K. S., & Lee, D. P. (2025). bmstdr: Bayesian Modeling of Spatio-Temporal Data with R (Version 0.8.2) [Computer software]. https://doi.org/10.32614/CRAN.package.bmstdr

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 bmstdr version 0.8.2 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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