R Observatory: Metrics for networkscaleup version 0.2-2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

networkscaleup

0.2-2Package record

Network Scale-Up Models for Aggregated Relational Data

0packages depend

30.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Owen G. WardCRAN page ↗GitHub ↗

Provides a variety of Network Scale-up Models for researchers to analyze Aggregated Relational Data, through the use of Stan and 'glmmTMB'. Also provides tools for model checking In this version, the package implements models from Laga, I., Bao, L., and Niu, X (2023) doi:10.1080/01621459.2023.2165929, Zheng, T., Salganik, M. J., and Gelman, A. (2006) doi:10.1198/016214505000001168, Killworth, P. D., Johnsen, E. C., McCarty, C., Shelley, G. A., and Bernard, H. R. (1998) doi:10.1016/S0378-8733(96)00305-X, and Killworth, P. D., McCarty, C., Bernard, H. R., Shelley, G. A., and Johnsen, E. C. (1998) doi:10.1177/0193841X9802200205.

Install

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

install.packages("networkscaleup", 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("ilaga/networkscaleup")

Development version from ilaga/networkscaleup. 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-networkscaleup

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-networkscaleup

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-networkscaleup

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: 47.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-29
ERROR12 OK, 1 ERROR2026-07-27
OK13 OK2026-06-27

Show 5 earlier changesHide 5 earlier changes

NOTE11 OK, 2 NOTE2026-06-09
ERROR10 OK, 2 NOTE, 1 ERROR2026-06-08
NOTE9 OK, 5 NOTE2026-04-22
ERROR8 OK, 5 NOTE, 1 ERROR2026-04-18
NOTE9 OK, 5 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2-2

READMEYes · 233 wordsVignettesYes · 2 · dynamicNEWSNoCitation fileNo

Help pages: 24includes a package overview page
Examples that run: 60%3 run in a plain check · 2 never run
Exported functions with examples: 29%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 21%

Vignettes (2)

ARD-Diagnostics HTML
networkscaleup-fitting-vignette HTML

How these are measured

Downloads

30.5K

CRAN downloads in the past year

Rank #7,471 · ~84/day · ~2.5K/mo

Releases R versions

Daily download trend is not available in this view yet.

45530 days

1.2K90 days

30.5K1 year

Compare downloads with other packages →

Also on433 r2u3 autocran

How downloads are counted

Repository

ilaga/networkscaleup ↗Account: ilaga

5Stars

3Forks

1Open issues

1Open PRs

0Releases

149Commits

3Commit identities

149 commits · Last activity 2026-06-24 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 67%
Median days to close, 50 most recently updated closed issues: 149
Median days to close, 50 most recently updated closed PRs: 4

Stars over time

2023-11-26 · 42026-08-06 · 5

How these are measured

PracticesBeta

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

Checks run against github.com/ilaga/networkscaleup on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-06-24 · The repository has a site deploy workflow

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Installing networkscaleup adds 99 packages (52 with compiled code, 98 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, ggplot2 6.0 MB.

Depends (1)

R >= 4.1.0

Imports (19)

methodsRcpp rstan LaplacesDemon dplyr ggplot2 scalesstatsreadr tibble tidyr rlang glmmTMB gridExtra purrr stringr trialr tidyselect RMTstat

LinkingTo (5)

BH Rcpp RcppEigen rstan StanHeaders

Suggests (2)

rmarkdown knitr

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 (7)

Owen G. Ward

Author, Maintainer since 0.2-2 (2026) · added in 0.2-1

Author

Author

Author

Author · added in 0.2-1

Benjamin Vogel

Author · added in 0.2-1

Jieyun Wang

Author · added in 0.2-1

Previously maintained by Ian Laga (0.1-1 to 0.2-1).

Releases (4)

Pick two releases to compare their code metrics.

0.2-2Latest
record
2026-06-26 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.2-1
record
2025-12-10 · diff ↗ ·
added 12 exports
construct_pearson, construct_rqr, cov_plots, dispersion_metric, fit_mle, get_surrogate, hang_rootogram_ard, make_ard, plot_fitted, residual_correlation, residual_heatmap, tw_group_corr_test
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.1-2
record
2024-02-25 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.1-1
record
2022-04-06
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-04-06
Total releases: 4 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 3.8 KB / 1 file
Download size: 483 KB

Appears in task views

Network Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("networkscaleup")

Format

Ward, O. G., Bao, L., Laga, I., Niu, X., Smith, A. L., Vogel, B., & Wang, J. (2026). networkscaleup: Network Scale-Up Models for Aggregated Relational Data (Version 0.2-2) [Computer software]. https://doi.org/10.32614/CRAN.package.networkscaleup

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 networkscaleup version 0.2-2 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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