R Observatory: Metrics for TriDimRegression version 1.0.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

TriDimRegression

1.0.3Package record

Bayesian Statistics for 2D/3D Transformations

0packages depend

3.3Kdownloads / year

8.2%test coverage

13/13flavors OK

Overview

About

Maintained by Alexander (Sasha) PastukhovCRAN page ↗GitHub ↗Website ↗Issues ↗

Fits 2D and 3D geometric transformations via 'Stan' probabilistic programming engine ( Stan Development Team (2021) https://mc-stan.org). Returns posterior distribution for individual parameters of the fitted distribution. Allows for computation of LOO and WAIC information criteria (Vehtari A, Gelman A, Gabry J (2017) doi:10.1007/s11222-016-9696-4) as well as Bayesian R-squared (Gelman A, Goodrich B, Gabry J, and Vehtari A (2018) doi:10.1080/00031305.2018.1549100).

Changes in 1.0.3

Bug fixes

Correct links in documentation

From NEWS.md in the release

Install

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

install.packages("TriDimRegression", 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("alexander-pastukhov/tridim-regression")

Development version from alexander-pastukhov/tridim-regression. 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-tridimregression

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-TriDimRegression

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-TriDimRegression

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: 9.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-29

Show 7 earlier changesHide 7 earlier changes

ERROR12 OK, 1 ERROR2026-07-27
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK12 OK2026-04-25
NOTE11 OK, 3 NOTE2026-04-22
ERROR10 OK, 3 NOTE, 1 ERROR2026-04-18
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.3

READMEYes · 436 wordsVignettesYes · 3 · dynamicNEWSYes · 67% structured · mentions 1.0.3Citation fileNoWebsiteYes · pkgdown

Help pages: 45 (17 internal)includes a package overview page
Examples that run: 100%28 run in a plain check
Exported functions with examples: 95%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 2%

Vignettes (3)

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #13,226 · ~9/day · ~275/mo

Releases R versions

Daily download trend is not available in this view yet.

35930 days

86890 days

3.3K1 year

Compare downloads with other packages →

Also on357 r2u6 autocran

How downloads are counted

Repository

alexander-pastukhov/tridim-regression ↗Account: alexander-pastukhov

0Stars

2Forks

2Open issues

0Open PRs

1Releases

238Commits

2Commit identities

bidimensional-regressiontridimenisional-regression

238 commits · Last activity 2025-10-09

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 2

Forks over time

2026-01-08 · 12026-07-07 · 2

How these are measured

PracticesBeta

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

Checks run against github.com/alexander-pastukhov/tridim-regression on 2026-10-18.

Docs source (2)

pkgdown

GitHub Pages site last deployed 2022-02-17

pkgdown site last built 2022-02-17, before release 1.0.3 (2025-10-09)

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing TriDimRegression adds 65 packages (33 with compiled code, 67 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, ggplot2 6.0 MB.

Depends (2)

R >= 4.3.0loo

Imports (10)

methodsRcpp rstan dplyr future glue purrr tidyr Formula bayesplot

LinkingTo (6)

BH Rcpp RcppEigen RcppParallel rstan StanHeaders (>= 2.26.0)

Suggests (4)

testthat knitr rmarkdown ggplot2

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)

Alexander (Sasha) Pastukhov

Author, Maintainer since 1.0.0.0 (2021)

Claus-Christian Carbon

Author

Releases (4)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.3Latest
record
2025-10-09 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.0.2
record
2023-09-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.0.1
record
2021-10-05 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.0.0
record
2021-05-04
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-05-04
Total releases: 4 / 5 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.3.0
Bundled data: 21 KB / 15 files
Download size: 119 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("TriDimRegression")

Format

Pastukhov, A. (., & Carbon, C. (2025). TriDimRegression: Bayesian Statistics for 2D/3D Transformations (Version 1.0.3) [Computer software]. https://doi.org/10.32614/CRAN.package.TriDimRegression

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 TriDimRegression version 1.0.3 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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