R Observatory: Metrics for boostmtree version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

boostmtree

2.0.0

Boosted Multivariate Trees for Longitudinal Data

0packages depend

2.1Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Udaya B. KogalurFirst published 2026-04-1010 releasesCRAN page ↗

Implements Friedman's gradient descent boosting algorithm for modeling longitudinal response using multivariate tree base learners. Longitudinal response could be continuous, binary, nominal or ordinal. A time-covariate interaction effect is modeled using penalized B-splines (P-splines) with estimated adaptive smoothing parameter. Although the package is design for longitudinal data, it can handle cross-sectional data as well. Implementation details are provided in Pande et al. (2017), Mach Learn DOI:10.1007/s10994-016-5597-1.

Install

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

install.packages("boostmtree", 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-boostmtree

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-boostmtree

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-boostmtree

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

Health

CRAN checks

13OK

Slowest check: 1.8 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

4

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
OK2026-04-11
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 83%
Documented parameters: 100%
Return-value docs: 100%
References docs: 71%

Downloads

2.1K

CRAN downloads in the past year

Rank #7,744 · ~6/day · ~175/mo

Releases R versions

Daily download trend is not available in this view yet.

24130 days

1.1K90 days

2.1K1 year

Compare downloads with other packages →

Also on133 r2u75 autocran

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Depends (1)

R >= 4.3.0

Imports (4)

randomForestSRCparallelsplinesnlme

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Udaya B. Kogalur

Author, Maintainer · added in 2.0.0

Authors (3)

Udaya B. Kogalur

Author, Maintainer · added in 2.0.0

Hemant Ishwaran

Author

Amol Pande

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.0.0Latest
2026-04-10 · current release · diff ↗
unarchivedReturned to CRAN
2026-04-10
R
R 4.5.0 released · 2025-04-11
archivedRemoved from CRAN
2025-01-19
issues were not corrected in time In 'randomForestSRC' by the same maintainer despite update
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.5.1
2022-03-10 · diff ↗
unarchivedReturned to CRAN
2022-03-10
archivedRemoved from CRAN
2022-02-23
requires archived package 'randomForestSRC'
R
R 4.1.0 released · 2021-05-18
1.5.0
2020-11-24 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.4.1
2019-11-21 · diff ↗
1.4.0
2019-11-20 · diff ↗

Show 10 earlier events

R
R 3.6.0 released · 2019-04-26
1.3.0
2018-08-13 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.2.1
2018-02-12 · diff ↗
1.2.0
2017-09-05 · diff ↗
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
1.1.0
2016-04-12 · diff ↗
1.0.0
2016-03-17
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2026-04-10
Total releases: 10 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.3.0
Bundled data: 194 KB / 2 files
Download size: 252 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("boostmtree")

Format

Kogalur, U. B., Ishwaran, H., & Pande, A. (2026). boostmtree: Boosted Multivariate Trees for Longitudinal Data (Version 2.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.boostmtree

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 boostmtree version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-08-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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