lolog

1.3.2

Latent Order Logistic Graph Models

1packages depend

9.8Kdownloads / year

77.3%test coverage

9/13checks pass

Overview

About

Maintained by Ian E. FellowsFirst published 2018-10-076 releasesCRAN page ↗GitHub ↗

Estimation of Latent Order Logistic (LOLOG) Models for Networks. LOLOGs are a flexible and fully general class of statistical graph models. This package provides functions for performing MOM, GMM and variational inference. Visual diagnostics and goodness of fit metrics are provided. See Fellows (2018) doi:10.48550/arXiv.1804.04583 for a detailed description of the methods.

Install

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

install.packages("lolog", 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("statnet/lolog")

Development version from statnet/lolog. 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-lolog

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-lolog

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-lolog

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

Health

CRAN checks

4NOTE9OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 22.8 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 0.24

77.3%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-07-11
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 90%
Documented parameters: not tracked
Return-value docs: 0%
References docs: 9%

Downloads

9.8K

CRAN downloads in the past year

Rank #4,344 · ~27/day · ~818/mo

Releases R versions

Daily download trend is not available in this view yet.

39230 days

2K90 days

9.8K1 year

Compare downloads with other packages →

Also on451 r2u3 autocran

Repository

GitHub ↗ statnet/lolog

5Stars

1Forks

1Open issues

0Open PRs

1Releases

127Commits

5Contributors

127 commits · Last activity 2025-09-02

Stars over time

2022-11-21 · 52026-07-07 · 5

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/statnet/lolog on 2026-07-31.

Continuous integration (1)

Travis CI

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (3)

R >= 4.0.0methodsRcpp

Imports (6)

networkparallelggplot2 reshape2 intergraphMatrix

LinkingTo (2)

Rcpp BH

Suggests (7)

testthat inline knitr rmarkdown ergm BH igraph

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

MinTriadic MinTriadic

Code & Tests

People & History

People (2)

Maintainer (1)

Ian E. Fellows

Author, Maintainer

Authors (1)

Ian E. Fellows

Author, Maintainer

Contributors (1)

Mark S. Handcock

Contributor

Listed in earlier versions (12)

"E.")

no longer listed · 1.0 to 1.1

"Fellows"

no longer listed · 1.0 to 1.1

"Handcock"

no longer listed · 1.0 to 1.1

"S.")

no longer listed · 1.0 to 1.1

"cre")

no longer listed · 1.0 to 1.1

c(person(c("Ian"

no longer listed · 1.0 to 1.1

email="ian@fellstat.com")

no longer listed · 1.0 to 1.1

person(c("Mark"

no longer listed · 1.0 to 1.1

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
1.3.2Latest
2025-09-03 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.3.1
2023-12-07 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.3
2021-07-01 · diff ↗
unarchivedReturned to CRAN
2021-07-01
archivedRemoved from CRAN
2021-06-21
check problems were not corrected in time
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.2
2019-01-12 · diff ↗
1.1
2018-10-22 · diff ↗
1.0
2018-10-07

Show 1 earlier events

R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-10-07
Total releases: 6 / 8 yrs
License: MIT + file LICENCE OSI
Minimum R: ≥ 4.0.0
Bundled data: 7.7 KB / 2 files
Download size: 834 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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