R Observatory: Metrics for tidyhte version 1.0.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tidyhte

1.0.4Package record

Tidy Estimation of Heterogeneous Treatment Effects

0packages depend

6.9Kdownloads / year

98.8%test coverage

13/13flavors OK

Overview

About

Maintained by Drew DimmeryCRAN page ↗GitHub ↗Website ↗Issues ↗

Estimates heterogeneous treatment effects using tidy semantics on experimental or observational data. Methods are based on the doubly-robust learner of Kennedy (2023) doi:10.1214/23-EJS2157. You provide a simple recipe for what machine learning algorithms to use in estimating the nuisance functions and 'tidyhte' will take care of cross-validation, estimation, model selection, diagnostics and construction of relevant quantities of interest about the variability of treatment effects.

Changes in 1.0.4

Reduce packaged vignette file sizes.
Update maintainer email.

From NEWS.md in the release

Install

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

install.packages("tidyhte", 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("ddimmery/tidyhte")

Development version from ddimmery/tidyhte. 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-tidyhte

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-tidyhte

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-tidyhte

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: 11.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
NOTE12 OK, 1 NOTE2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.4

READMEYes · 458 wordsVignettesYes · 3 · dynamicNEWSYes · 100% structured · mentions 1.0.4Citation fileNoWebsiteYes · pkgdown

Help pages: 54 (23 internal)includes a package overview page
Examples that run: 100%29 run in a plain check
Exported functions with examples: 91%
Documented parameters: 100%
Return-value docs: 38%
Help pages citing references: 13%

Vignettes (3)

How these are measured

Downloads

6.9K

CRAN downloads in the past year

Rank #8,066 · ~19/day · ~574/mo

Releases R versions

Daily download trend is not available in this view yet.

37630 days

1.1K90 days

6.9K1 year

Compare downloads with other packages →

Also on77 r2u4 autocran

How downloads are counted

Repository

ddimmery/tidyhte ↗Account: ddimmery

16Stars

2Forks

4Open issues

1Open PRs

3Releases

123Commits

1Commit identities

123 commits · Last activity 2025-10-09 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 517
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-05-05 · 152026-07-07 · 16

How these are measured

PracticesBeta

16 development-tooling and community-health practices detected across 8 families in the upstream repository

Checks run against github.com/ddimmery/tidyhte on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (3)

Code of conductContributing guideIssue templates

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2025-10-09 · The repository has a site deploy workflow

pkgdown site last built 2025-10-09

Coverage (2)

Coverage reporting (Codecov).covrignore

Show all practicesHide 4 practices

CRAN release process (1)

cran-comments.md

Research and citation (1)

CITATION.cff

Lint, format, editor (2)

lintrLint workflow

Git structural (1)

.gitattributes

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

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2026-09-14
Pull request it wrote: opened by a project member

How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

25 external dependencies (excludes base and recommended)

Installing tidyhte adds 34 packages (18 with compiled code, 18 MB of source tarballs). Heaviest: data.table 5.7 MB, gplots 4.6 MB, vctrs 1.0 MB.

Depends (0)

none

Imports (10)

checkmate dplyr lifecycle magrittr progress purrr R6 rlang SuperLearner tibble

LinkingTo (0)

none

Suggests (15)

covr devtools estimatr ggplot2 glmnet knitr mockr nprobust palmerpenguins quadprog quickblock rmarkdown testthat vimp WeightedROC

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)

Drew Dimmery

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.4Latest
record
2025-07-29 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.0.2
record
2023-08-14
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-08-14
Total releases: 2 / 3 yrs
License: MIT + file LICENSE OSI
Download size: 626 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tidyhte")

Format

Dimmery, D. (2025). tidyhte: Tidy Estimation of Heterogeneous Treatment Effects (Version 1.0.4) [Computer software]. https://doi.org/10.32614/CRAN.package.tidyhte

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

The repository also keeps a CITATION.cff.

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 tidyhte version 1.0.4 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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