R Observatory: Metrics for CSTE version 3.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CSTE

3.0.0Package record

Covariate Specific Treatment Effect (CSTE) Curve

0packages depend

6.7Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Wenjie HuCRAN page ↗

A uniform statistical inferential tool in making individualized treatment decisions, which implements the methods of Ma et al. (2017)DOI:10.1177/0962280214541724 and Guo et al. (2021)DOI:10.1080/01621459.2020.1865167. It uses a flexible semiparametric modeling strategy for heterogeneous treatment effect estimation in high-dimensional settings and can gave valid confidence bands. Based on it, one can find the subgroups of patients that benefit from each treatment, thereby making individualized treatment selection.

Install

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

install.packages("CSTE", 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-cste

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-CSTE

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-CSTE

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: 3.1 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-04-22

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 3.0.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 8 (1 internal)
Examples that run: 100%1 run in a plain check
Exported functions with examples: 0%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 75%

How these are measured

Downloads

6.7K

CRAN downloads in the past year

Rank #9,115 · ~18/day · ~555/mo

Releases R versions

Daily download trend is not available in this view yet.

36330 days

1K90 days

6.7K1 year

Compare downloads with other packages →

Also on357 r2u13 autocran

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing CSTE adds 38 packages (23 with compiled code, 32 MB of source tarballs). Heaviest: ggplot2 6.0 MB, fds 3.7 MB, mclust 2.7 MB.

Depends (0)

none

Imports (6)

Rcpp fdasplinessurvivallocpol dfoptim

LinkingTo (1)

Rcpp

Suggests (2)

mvtnorm sigmoid

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (5)

Wenjie Hu

Author, Maintainer since 1.0 (2021)

Yuhao Deng

Author

Haoxiang Wang

Author · added in 2.0.0

Peng Wu

Author

Xiaohua Zhou

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
unarchivedReturned to CRAN
2024-11-19
3.0.0Latest
record
2024-11-19 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
archivedRemoved from CRAN
2024-04-20
issues were not corrected despite reminders
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
2.0.0
record
2021-12-16 · diff ↗
1.0
record
2021-09-07
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-09-07
Total releases: 3 / 5 yrs
License: GPL (>= 2) OSI
Download size: 14 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("CSTE")

Format

Hu, W., Deng, Y., Wang, H., Wu, P., & Zhou, X. (2024). CSTE: Covariate Specific Treatment Effect (CSTE) Curve (Version 3.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.CSTE

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 CSTE version 3.0.0 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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