R Observatory: Metrics for pec version 2025.06.24

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

pec

2025.06.24

Prediction Error Curves for Risk Prediction Models in Survival Analysis

25packages depend

170.4Kdownloads / year

0.1%test coverage

13/13checks pass

Overview

About

Maintained by Thomas A. GerdsFirst published 2008-07-2829 releasesCRAN page ↗

Validation of risk predictions obtained from survival models and competing risk models based on censored data using inverse weighting and cross-validation. Most of the 'pec' functionality has been moved to 'riskRegression'.

Install

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

install.packages("pec", 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-pec

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-pec

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-pec

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.5 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.00

0.1%

Coverage · measured lines

100%

Documentation · exports

7

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 95%
Documented parameters: 100%
Return-value docs: 95%
References docs: 52%

Downloads

170.4K

CRAN downloads in the past year

Rank #1,067 · ~467/day · ~14.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

11.9K30 days

37.4K90 days

170.4K1 year

Compare downloads with other packages →

Also on1.5K r2u129 autocran5.8K conda_forge85 c2d4u

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (2)

R >= 2.9.0prodlim

Imports (6)

foreach rmssurvivalriskRegression lava timereg (>= 1.8.9)

LinkingTo (0)

none

Suggests (4)

party cmprskrpartHmisc

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

25direct

20indirect

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Thomas A. Gerds

Author, Maintainer

Authors (1)

Thomas A. Gerds

Author, Maintainer

Listed in earlier versions (1)

Gerds

no longer listed · 2025.06.24

Package Timeline

29 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
2025.06.24Latest
2025-07-24 · current release · diff ↗
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R 4.5.0 released · 2025-04-11
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R 4.4.0 released · 2024-04-24
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R 4.3.0 released · 2023-04-21
2023.04.12
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2022.05.04
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R 4.2.0 released · 2022-04-22
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R 4.1.0 released · 2021-05-18
2020.11.17
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R 4.0.0 released · 2020-04-24
2019.11.03
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R
R 3.6.0 released · 2019-04-26
2018.07.26
2018-07-26 · diff ↗

Show 36 earlier events

R
R 3.5.0 released · 2018-04-23
2018.04.18
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2.5.4
2017-08-08 · diff ↗
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R 3.4.0 released · 2017-04-21
2.5.3
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2.4.9
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R 3.3.0 released · 2016-05-03
2.4.7
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R 3.2.0 released · 2015-04-16
2.4.4
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2.3.7
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R 3.1.0 released · 2014-04-10
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R 3.0.0 released · 2013-04-03
2.2.9
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2.2.6
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2.2.5
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2.2.4
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2.2.2
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2.1.9
2012-08-28 · diff ↗
2.1.8
2012-08-27 · diff ↗
R
R 2.15.0 released · 2012-03-30
2.1.7
2012-01-30 · diff ↗
2.1.2
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2.1.1
2011-12-15 · diff ↗
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R 2.14.0 released · 2011-10-31
2.0.8
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R 2.13.0 released · 2011-04-13
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R 2.12.0 released · 2010-10-15
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R 2.11.0 released · 2010-04-22
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R 2.10.0 released · 2009-10-26
1.1.1
2009-06-24 · diff ↗
R
R 2.9.0 released · 2009-04-17
1.1.0
2009-04-15 · diff ↗
R
R 2.8.0 released · 2008-10-20
1.0.7
2008-07-28
R
R 2.7.0 released · 2008-04-22

Package metadata

First published: 2008-07-28
Total releases: 29 / 18 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 2.9.0
Bundled data: 104 KB / 4 files
Download size: 167 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Survival Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("pec")

Format

Gerds, T. A. (2025). pec: Prediction Error Curves for Risk Prediction Models in Survival Analysis (Version 2025.06.24) [Computer software]. https://doi.org/10.32614/CRAN.package.pec

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 pec version 2025.06.24 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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