R Observatory: Metrics for otrKM version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

otrKM

0.2.1Package record

Optimal Treatment Regimes in Survival Contexts with Kaplan-Meier-Like Estimators

0packages depend

2.1Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Junwen XiaCRAN page ↗

Provide methods for estimating optimal treatment regimes in survival contexts with Kaplan-Meier-like estimators when no unmeasured confounding assumption is satisfied (Jiang, R., Lu, W., Song, R., and Davidian, M. (2017) doi:10.1111/rssb.12201) and when no unmeasured confounding assumption fails to hold and a binary instrument is available (Xia, J., Zhan, Z., Zhang, J. (2022) arXiv:2210.05538).

Install

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

install.packages("otrKM", 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-otrkm

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-otrKM

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-otrKM

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

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Junwen Xia <xiajunwen@ruc.edu.cn>’

The Description field contains
  available (Xia, J., Zhan, Z., Zhang, J. (2022) <arXiv:2210.05538>).
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

CRAN check page ↗

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

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.1

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 16
Examples that run: 100%9 run in a plain check
Exported functions with examples: 53%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 88%

How these are measured

Downloads

2.1K

CRAN downloads in the past year

Rank #23,122 · ~6/day · ~173/mo

Releases R versions

Daily download trend is not available in this view yet.

25030 days

55790 days

2.1K1 year

Compare downloads with other packages →

Also on62 r2u5 autocran

How downloads are counted

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Installing otrKM adds 1 package (1 with compiled code, 710 KB of source tarballs). Heaviest: rgenoud 710 KB.

Depends (1)

R >= 3.10

Imports (2)

rgenoudsurvival

LinkingTo (0)

none

Suggests (0)

none

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 (3)

Junwen Xia

Author, Maintainer since 0.1.0 (2023)

Zishu Zhan

Author

Jingxiao Zhang

Author

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.2.1Latest
record
2023-07-06 · current release · diff ↗
0.2.0
record
2023-06-23 · diff ↗ ·
removed 14 exports
AIPS, Fprep.AIPS, Fprep.IVEDR, Fps.AIPS, Fps.IPS, Fps.IVE, Fps.IVEDR, Genetic.optim.AIPS, Genetic.optim.IPS, Genetic.optim.IVE, Genetic.optim.IVEDR, IPS, IVE, IVEDR

added 14 exports
AIWKME, DRKMEIV, Fprep.AIWKME, Fprep.DRKMEIV, Fps.AIWKME, Fps.DRKMEIV, Fps.IWKME, Fps.IWKMEIV, Genetic.optim.AIWKME, Genetic.optim.DRKMEIV, Genetic.optim.IWKME, Genetic.optim.IWKMEIV, IWKME, IWKMEIV
R
R 4.3.0 released · 2023-04-21
0.1.0
record
2023-02-01
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-02-01
Total releases: 3 / 3 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.10
Bundled data: 9.6 KB / 1 file
Download size: 20 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("otrKM")

Format

Xia, J., Zhan, Z., & Zhang, J. (2023). otrKM: Optimal Treatment Regimes in Survival Contexts with Kaplan-Meier-Like Estimators (Version 0.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.otrKM

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 otrKM version 0.2.1 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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