R Observatory: Metrics for nsROC version 1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

nsROC

1.1Package record

Non-Standard ROC Curve Analysis

0packages dependsuggested by 1

2.9Kdownloads / year

–test coverage

9/13flavors OK

Overview

About

Maintained by Sonia Perez FernandezCRAN page ↗

Tools for estimating Receiver Operating Characteristic (ROC) curves, building confidence bands, comparing several curves both for dependent and independent data, estimating the cumulative-dynamic ROC curve in presence of censored data, and performing meta-analysis studies, among others.

Install

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

install.packages("nsROC", 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-nsroc

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-nsROC

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-nsROC

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

4NOTE9OK

Check messages

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

Maintainer: ‘Sonia Perez Fernandez <uo217889@uniovi.es>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Sonia", "Perez"),
                    family = "Fernandez",
                    role = c("aut", "cre"),
                    email = "uo217889@uniovi.es")
as necessary.

NOTERd filesr-oldrel-macos-arm64, r-oldrel-macos-x86_64

checkRd: (-1) ROCbands.Rd:56: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ROCbands.Rd:64: Lost braces in \itemize; meant \describe ?
checkRd: (-1) ROCbands.Rd:72: Lost braces in \itemize; meant \describe ?
checkRd: (-1) cdROC.Rd:62: Lost braces in \itemize; meant \describe ?
checkRd: (-1) cdROC.Rd:68: Lost braces in \itemize; meant \describe ?
checkRd: (-1) cdROC.Rd:72: Lost braces in \itemize; meant \describe ?
checkRd: (-1) cdROC.Rd:78: Lost braces in \itemize; meant \describe ?
checkRd: (-1) cdROC.Rd:82: Lost braces in \itemize; meant \describe ?
checkRd: (-1) checkROC.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) checkROC.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) checkROC.Rd:28: Lost braces in \itemize; meant \describe ?
checkRd: (-1) checkROC.Rd:29: Lost braces in \itemize; meant \describe ?
checkRd: (-1) checkROC.Rd:30: Lost braces in \itemize; meant \describe ?
checkRd: (-1) compareROCdep.Rd:91: Lost braces in \itemize; meant 
...[truncated]...
103: Lost braces in \itemize; meant \describe ?
checkRd: (-1) compareROCindep.Rd:88: Lost braces in \itemize; meant \describe ?
checkRd: (-1) compareROCindep.Rd:94: Lost braces in \itemize; meant \describe ?
checkRd: (-1) compareROCindep.Rd:100: Lost braces in \itemize; meant \describe ?
checkRd: (-1) metaROC.Rd:23: Lost braces in \itemize; meant \describe ?
checkRd: (-1) metaROC.Rd:24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) metaROC.Rd:25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) metaROC.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) metaROC.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) metaROC.Rd:77: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) metaROC.Rd:78: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) metaROC.Rd:79: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) metaROC.Rd:80: Lost braces in \itemize; \value handles \item{}{} directly

Additional issues

donttest

CRAN check page ↗

Slowest check: 2.1 min · r-oldrel-windows-x86_64

Status changes

NOTE9 OK, 4 NOTE2026-06-09
ERROR9 OK, 3 NOTE, 1 ERROR2026-06-08
NOTE5 OK, 9 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 11includes a package overview page
Examples that run: 100%10 run in a plain check
Exported functions with examples: 100%
Documented parameters: 66%
Return-value docs: 100%
Help pages citing references: 64%

How these are measured

Downloads

2.9K

CRAN downloads in the past year

Rank #18,158 · ~8/day · ~241/mo

Releases R versions

Daily download trend is not available in this view yet.

26230 days

71390 days

2.9K1 year

Compare downloads with other packages →

Also on71 r2u3 autocran

How downloads are counted

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Installing nsROC adds 39 packages (25 with compiled code, 33 MB of source tarballs). Heaviest: ggplot2 6.0 MB, fds 3.7 MB, mclust 2.7 MB.

Depends (1)

R >= 2.10

Imports (6)

statsmethodsutilsgraphicssdesurvival

LinkingTo (0)

none

Suggests (1)

mvtnorm

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

Coxmos

How these are counted

Code & Tests

Datasets

People & History

People (from the free-text Author field) (1)

Sonia Perez Fernandez

Maintainer since 1.0 (2017)

Releases (2)

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
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.1Latest
record
2018-08-07 · current release · diff ↗
R
R 3.5.0 released · 2018-04-23
1.0
record
2017-06-23
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-06-23
Total releases: 2 / 9 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 2.10
Bundled data: 0.3 KB / 1 file
Download size: 35 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("nsROC")

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 nsROC version 1.1 [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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