R Observatory: Metrics for crossurr version 1.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

crossurr

1.1.2Package record

Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers

0packages depend

2.8Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Denis AgnielCRAN page ↗

Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebaut R & Parast L (2022). "Doubly robust evaluation of high-dimensional surrogate markers", Biostatistics doi:10.1093/biostatistics/kxac020. You can use these methods to determine how much of the overall treatment effect is explained by a (possibly high-dimensional) set of surrogate markers.

Install

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

install.packages("crossurr", 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-crossurr

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-crossurr

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-crossurr

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: 2.0 min · r-oldrel-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 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.2

READMEYes · 95 wordsVignettesNoNEWSYes · 100% structured · does not mention 1.1.2Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 7 (4 internal)includes a package overview page
Examples that run: 100%2 run in a plain check
Exported functions with examples: 67%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

2.8K

CRAN downloads in the past year

Rank #17,455 · ~8/day · ~233/mo

Releases R versions

Daily download trend is not available in this view yet.

25630 days

74190 days

2.8K1 year

Compare downloads with other packages →

Also on79 r2u10 autocran

How downloads are counted

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing crossurr adds 47 packages (27 with compiled code, 45 MB of source tarballs). Heaviest: stringi 11 MB, data.table 5.7 MB, gplots 4.6 MB.

Depends (1)

R >= 3.6.0

Imports (15)

dplyr gbm glmnet glueparallelpbapply purrr ranger RCAL rlang SISstatsSuperLearner tibble tidyr

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 (3)

Denis Agniel

Author, Maintainer since 1.0.6 (2022)

Boris P. Hejblum

Author

Layla Parast

Author · added in 1.1.2

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
1.1.2Latest
record
2025-04-08 · current release · diff ↗
1.1.1
record
2024-06-14 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0.6
record
2022-10-21
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-10-21
Total releases: 3 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.6.0
Download size: 38 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("crossurr")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1093/biostatistics/kxac020.

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 crossurr version 1.1.2 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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