R Observatory: Metrics for hdpGLM version 1.0.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

hdpGLM

1.0.5Package record

Hierarchical Dirichlet Process Generalized Linear Models

0packages depend

3.2Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Diogo FerrariCRAN page ↗GitHub ↗Issues ↗

Implementation of MCMC algorithms to estimate the Hierarchical Dirichlet Process Generalized Linear Model (hdpGLM) presented in the paper Ferrari (2020) Modeling Context-Dependent Latent Heterogeneity, Political Analysis DOI:10.1017/pan.2019.13 and doi:10.18637/jss.v107.i10.

Changes in 1.0.5

Updated variable declarations to match new format in Rcpp

From NEWS.md in the release

Install

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

install.packages("hdpGLM", 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("DiogoFerrari/hdpGLM")

Development version from DiogoFerrari/hdpGLM. 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-hdpglm

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-hdpGLM

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-hdpGLM

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: 7.4 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK12 OK2026-04-25

Show 3 earlier changesHide 3 earlier changes

NOTE12 OK, 2 NOTE2026-04-22
ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.5

READMEYes · 171 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.0.5Citation fileYes · cites a publication

Cites a JSS article

Help pages: 30includes a package overview page
Examples that run: 100%6 run in a plain check
Exported functions with examples: 36%
Documented parameters: 100%
Return-value docs: 14%
Help pages citing references: 0%

Vignettes (1)

hdpGLM HTML

How these are measured

Downloads

3.2K

CRAN downloads in the past year

Rank #14,295 · ~9/day · ~269/mo

Releases R versions

Daily download trend is not available in this view yet.

34230 days

82990 days

3.2K1 year

Compare downloads with other packages →

Also on362 r2u3 autocran

How downloads are counted

Repository

diogoferrari/hdpglm ↗Account: DiogoFerrari

12Stars

4Forks

1Open issues

1Open PRs

4Releases

125Commits

1Commit identities

nonparametricnonparametricbayesnpbdirichlet-process-mixturessemi-parametrichierarchical-clustering

125 commits · Last activity 2025-04-18 · The default branch showed an older version (1.0.4) than CRAN on 2026-10-21

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 12
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2024-12-06 · 122026-07-07 · 12

How these are measured

PracticesBeta

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

Checks run against github.com/diogoferrari/hdpglm on 2026-10-21.

Continuous integration (2)

GitHub ActionsTravis CI (config file)

Docs source (3)

pkgdown

GitHub Pages site last deployed 2025-04-19 · The repository has a site deploy workflow

CRAN release process (1)

cran-comments.md

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

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing hdpGLM adds 101 packages (49 with compiled code, 94 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.3.3

Imports (18)

coda data.table dplyr formula.tools ggplot2 stringr ggridges ggpubr Hmisc LaplacesDemon magrittrmethodsMASSmvtnorm Rcpp purrr tibble tidyr

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

Datasets

People & History

People (1)

Diogo Ferrari

Author, Maintainer since 1.0.0 (2020)

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.5Latest
record
2025-10-17 · current release · diff ↗
1.0.4
record
2025-04-20 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.0.3
record
2023-10-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.2
record
2022-05-07 · diff ↗ ·
added 2 exports
classify, nclusters
unarchivedReturned to CRAN
2022-04-23
1.0.1
record
2022-04-23 · diff ↗ ·
added 3 exports
mcmc_info.dpGLM, mcmc_info.hdpGLM, summary_tidy
R
R 4.2.0 released · 2022-04-22
archivedRemoved from CRAN
2021-10-22
check problems were not corrected in time Including segfaults on multiple platforms
R
R 4.1.0 released · 2021-05-18
1.0.0
record
2020-11-09
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-11-09
Total releases: 6 / 6 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.3.3
Bundled data: 160 KB / 2 files
Download size: 716 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("hdpGLM")

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

It points to 10.18637/jss.v107.i10.

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 hdpGLM version 1.0.5 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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