R Observatory: Metrics for mlt version 1.8-1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mlt

1.8-1

Most Likely Transformations

10packages depend

85Kdownloads / year

50.4%test coverage

13/13checks pass

Overview

About

Maintained by Torsten HothornFirst published 2016-02-2053 releasesCRAN page ↗Codeberg ↗

Likelihood-based estimation of conditional transformation models via the most likely transformation approach described in Hothorn et al. (2018) DOI:10.1111/sjos.12291 and Hothorn (2020) DOI:10.18637/jss.v092.i01. Shift-scale (Siegfried et al, 2023, DOI:10.1080/00031305.2023.2203177) and multivariate (Klein et al, 2022, DOI:10.1111/sjos.12501) transformation models are part of this package. A package vignette is available from DOI:10.32614/CRAN.package.mlt.docreg and more convenient user interfaces to many models from DOI:10.32614/CRAN.package.tram.

Install

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

install.packages("mlt", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-mlt

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-mlt

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-mlt

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

Health

CRAN checks

13OK

Slowest check: 5.2 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.55

50.4%

Coverage · measured lines

100%

Documentation · exports

17

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-15
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

WARNING2026-03-10
13 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 60%
Return-value docs: 71%
References docs: 55%

Downloads

85K

CRAN downloads in the past year

Rank #1,701 · ~233/day · ~7.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

3.8K30 days

14.1K90 days

85K1 year

Compare downloads with other packages →

Also on837 r2u77 c2d4u

Repository

Codeberg ↗ thothorn/tram

Repository practices

Upstream repositoryBeta

Repository codeberg.org/thothorn/tram is linked, but repository-practices checks have not run for it yet. Checks are GitHub-only for now.

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (2)

basefun variables

Imports (15)

BB alabamastatsquadprog coneprojgraphicsmethodsgrDevicessandwich numDerivsurvivalMatrixnloptr mvtnorm icenReg

LinkingTo (0)

none

Suggests (6)

MASSnnetTH.data multcomp qrng bibtex

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

10direct

1indirect

cotram mlt.docreg tbm tram tramME trtf tramicp tramnet counterfactuals tramvs

Code & Tests

People & History

People (1)

Maintainer (1)

Torsten Hothorn

Author, Maintainer

Authors (1)

Torsten Hothorn

Author, Maintainer

Package Timeline

53 releases. Pick two to compare their code metrics. R releases are shown for context.

1.8-1Latest
2026-07-02 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.8-0
2026-04-14 · diff ↗
1.7-4
2026-03-06 · diff ↗
1.7-3
2025-12-12 · diff ↗
1.7-2
2025-11-12 · diff ↗
1.7-1
2025-10-31 · diff ↗
1.7-0
2025-10-19 · diff ↗
1.6-6
2025-06-18 · diff ↗
1.6-5
2025-05-09 · diff ↗
1.6-4
2025-04-29 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.6-3
2025-03-20 · diff ↗
1.6-2
2025-01-29 · diff ↗
1.6-1
2024-11-18 · diff ↗
1.6-0
2024-09-23 · diff ↗

Show 49 earlier events

1.5-2
2024-08-24 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.5-1
2024-04-16 · diff ↗
1.5-0
2023-12-14 · diff ↗
1.4-9
2023-08-21 · diff ↗
1.4-8
2023-06-30 · diff ↗
1.4-7
2023-05-22 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.4-6
2023-04-14 · diff ↗
1.4-5
2023-03-09 · diff ↗
1.4-3
2022-10-31 · diff ↗
1.4-2
2022-06-30 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.4-1
2022-03-31 · diff ↗
1.4-0
2022-01-14 · diff ↗
1.3-2
2021-09-02 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.3-0
2021-03-09 · diff ↗
1.2-3
2021-02-24 · diff ↗
1.2-2
2021-02-13 · diff ↗
1.2-1
2021-02-05 · diff ↗
1.2-0
2020-05-12 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.1-2
2020-02-14 · diff ↗
1.1-1
2020-01-10 · diff ↗
1.0-7
2019-10-06 · diff ↗
1.0-6
2019-10-04 · diff ↗
1.0-5
2019-06-22 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.0-4
2018-12-03 · diff ↗
1.0-3
2018-09-17 · diff ↗
1.0-2
2018-06-22 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.0-1
2018-04-20 · diff ↗
1.0-0
2018-03-09 · diff ↗
0.2-2
2018-02-23 · diff ↗
0.2-1
2017-12-12 · diff ↗
0.2-0
2017-06-20 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.1-3
2017-04-05 · diff ↗
0.1-2
2017-02-14 · diff ↗
0.1-1
2016-11-29 · diff ↗
0.1-0
2016-11-10 · diff ↗
0.0-34
2016-09-13 · diff ↗
0.0-33
2016-05-25 · diff ↗
0.0-32
2016-05-25 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.0-30
2016-02-20
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2016-02-20
Total releases: 53 / 10 yrs
License: GPL-2 OSI
Download size: 112 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mlt")

Format

Hothorn, T. (2026). mlt: Most Likely Transformations (Version 1.8-1) [Computer software]. https://doi.org/10.32614/CRAN.package.mlt

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 mlt version 1.8-1 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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