R Observatory: Metrics for hierSDR version 0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

hierSDR

0.1Package record

Hierarchical Sufficient Dimension Reduction

0packages depend

2.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Jared HulingCRAN page ↗GitHub ↗Issues ↗

Provides semiparametric sufficient dimension reduction for central mean subspaces for heterogeneous data defined by combinations of binary factors (such as chronic conditions). Subspaces are estimated to be hierarchically nested to respect the structure of subpopulations with overlapping characteristics. This package is an implementation of the proposed methodology of Huling and Yu (2021) doi:10.1111/biom.13546.

Install

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

install.packages("hierSDR", 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("jaredhuling/hierSDR")

Development version from jaredhuling/hierSDR. 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-hiersdr

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-hierSDR

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-hierSDR

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: 1.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1

READMEYes · 312 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 8
Examples that run: 100%6 run in a plain check
Exported functions with examples: 71%
Documented parameters: 96%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

2.5K

CRAN downloads in the past year

Rank #20,229 · ~7/day · ~207/mo

Releases R versions

Daily download trend is not available in this view yet.

26730 days

64790 days

2.5K1 year

Compare downloads with other packages →

Also on71 r2u7 autocran

How downloads are counted

Repository

jaredhuling/hiersdr ↗Account: jaredhuling

2Stars

1Forks

0Open issues

0Open PRs

0Releases

82Commits

1Commit identities

82 commits · Last activity 2021-09-23

Responsiveness

not measured

Stars over time

2023-01-27 · 22026-07-07 · 2

How these are measured

PracticesBeta

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

Checks run against github.com/jaredhuling/hiersdr on 2026-10-11.

Docs source (1)

README.Rmd

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing hierSDR adds 7 packages (4 with compiled code, 8.8 MB of source tarballs). Heaviest: optimx 2.2 MB, lbfgs 2.1 MB, nloptr 2.1 MB.

Depends (5)

R >= 3.2.0MASSMatrixlocfit lbfgs

Imports (2)

numDeriv optimx

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

People & History

People (1)

Jared Huling

Author, Maintainer since 0.1 (2021)

Releases (1)

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
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.1Latest
record
2021-09-23 · current release
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-09-23
Total releases: 1 / 5 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.2.0
Download size: 23 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("hierSDR")

Format

Huling, J. (2021). hierSDR: Hierarchical Sufficient Dimension Reduction (Version 0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.hierSDR

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 hierSDR version 0.1 [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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