R Observatory: Metrics for spDBL version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

spDBL

1.0.2Package record

Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models

0packages depend

1Kdownloads / year

0.3%test coverage

13/13flavors OK

Overview

About

Maintained by Xiang ChenCRAN page ↗

Provides tools for Bayesian learning of spatiotemporal dynamical mechanistic models. Includes methods for parameter estimation, simulation, and inference using hierarchical and state-space modeling approaches, following Banerjee, Chen, Frankenburg and Zhou (2025) https://jmlr.org/papers/v26/22-0896.html.

Install

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

install.packages("spDBL", 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-spdbl

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-spDBL

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-spDBL

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: 4.7 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK9 OK2026-06-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.2

READMEYes · 726 wordsVignettesYes · 1 · dynamicNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 73 (1 internal)includes a package overview page
Examples that run: 100%1 run in a plain check
Exported functions with examples: 1%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

PDE Emulation with FFBS HTML

How these are measured

Downloads

1K

CRAN downloads in the past year

Rank #21,398 · ~3/day · ~85/mo

Releases R versions

Daily download trend is not available in this view yet.

19130 days

62690 days

1K1 year

Compare downloads with other packages →

Also on68 r2u2 autocran

How downloads are counted

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing spDBL adds 88 packages (42 with compiled code, 76 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, doBy 4.3 MB.

Depends (1)

R >= 4.0

Imports (16)

Rcpp matrixsampling invgamma deSolve ReacTran LaplacesDemon matrixcalc mniwutilsstatsggpubr ggplot2 readr magrittr rlang scales

LinkingTo (2)

Rcpp RcppEigen

Suggests (4)

testthat here knitr rmarkdown

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 (2)

Xiang Chen

Author, Maintainer since 1.0.2 (2026)

Sudipto Banerjee

Author

Releases (1)

1.0.2Latest
record
2026-06-09 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-06-09
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.0
Bundled data: 735 KB / 1 file
Download size: 1.6 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("spDBL")

The package provides a citation file, so citation() returns the authors' own entry.

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 spDBL version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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