R Observatory: Metrics for lagdynamics version 0.32

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

lagdynamics

0.32

Lag Sequential Analysis, Dynamics, and Lag Transition Networks

0packages depend

183downloads / year

89.4%test coverage

13/13checks pass

Overview

About

Maintained by Mohammed SaqrFirst published 2026-07-211 releasesCRAN page ↗GitHub ↗

A modern, tidy toolkit for lag sequential analysis and lag transition networks of categorical event and sequence data. It provides an accessible, unified workflow for fitting, inspecting, visualising, and comparing lagged transition patterns, with tidy outputs throughout. Includes confirmatory tools for uncertainty, robustness, and group differences, including bootstrap intervals, analytic certainty, split-half reliability, case-drop stability, permutation tests, and Bayesian group comparisons. Supports long-format event-log import, import from common sequence and state-sequence objects, multi-lag analysis, structural-zero constraints, transition and initial probabilities, plotting of transition structures, and a directed transfer-entropy measure. The lag sequential analysis framework follows Sackett and others (1979) doi:10.3758/BF03205679.

Install

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

install.packages("lagdynamics", 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("mohsaqr/lagdynamics")

Development version from mohsaqr/lagdynamics. 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-lagdynamics

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-lagdynamics

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-lagdynamics

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

Health

CRAN checks

13OK

Slowest check: 8.2 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.44

89.4%

Coverage · measured lines

100%

Documentation · exports

6

Dependencies · direct

Check history

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
OK2026-07-22
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 480 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 71%
Documented parameters: 96%
Return-value docs: 100%
References docs: 23%

Downloads

183

CRAN downloads in the past year

Rank #24,394 · ~1/day · ~15/mo

Releases R versions

Daily download trend is not available in this view yet.

18330 days

18390 days

1831 year

Compare downloads with other packages →

Also on4 r2u

Repository

GitHub ↗ mohsaqr/lagdynamics

1Stars

0Forks

0Open issues

0Open PRs

0Releases

32Commits

1Contributors

32 commits · Last activity 2026-07-11

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/mohsaqr/lagdynamics on 2026-08-03.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

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

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (6)

cograph ggplot2grDevicesgridstatsutils

LinkingTo (0)

none

Suggests (5)

testthat Nestimate tna knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Mohammed Saqr

Author, Maintainer, Copyright holder

Authors (2)

Mohammed Saqr

Author, Maintainer, Copyright holder

Sonsoles López-Pernas

Author

Copyright holders (1)

Mohammed Saqr

Author, Maintainer, Copyright holder

Package Timeline

1 release. R releases are shown for context.

0.32Latest
2026-07-21 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-21
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 138 KB / 4 files
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("lagdynamics")

Format

Saqr, M., & López-Pernas, S. (2026). lagdynamics: Lag Sequential Analysis, Dynamics, and Lag Transition Networks (Version 0.32) [Computer software]. https://doi.org/10.32614/CRAN.package.lagdynamics

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 lagdynamics version 0.32 [Data set]. HJJB, LLC. Data release v2026-08-08. https://doi.org/10.5281/zenodo.21843040

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

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