R Observatory: Metrics for scoringRules version 1.1.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

scoringRules

1.1.3

Scoring Rules for Parametric and Simulated Distribution Forecasts

13packages depend

110.1Kdownloads / year

14.6%test coverage

13/13checks pass

Overview

About

Maintained by Fabian KruegerFirst published 2016-07-0613 releasesCRAN page ↗GitHub ↗

Dictionary-like reference for computing scoring rules in a wide range of situations. Covers both parametric forecast distributions (such as mixtures of Gaussians) and distributions generated via simulation. Further details can be found in the package vignettes doi:10.18637/jss.v090.i12, doi:10.18637/jss.v110.i08.

Install

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

install.packages("scoringRules", 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("FK83/scoringRules")

Development version from FK83/scoringRules. 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-scoringrules

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-scoringRules

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-scoringRules

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

Health

CRAN checks

13OK

Slowest check: 10.6 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.04

14.6%

Coverage · measured lines

100%

Documentation · exports

4

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-06-07
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 3 earlier snapshots

NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 47%
Documented parameters: 82%
Return-value docs: 97%
References docs: 36%

Downloads

110.1K

CRAN downloads in the past year

Rank #1,097 · ~302/day · ~9.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

12K30 days

34K90 days

110.1K1 year

Compare downloads with other packages →

Also on4.8K r2u29 autocran107 c2d4u

Repository

GitHub ↗ fk83/scoringrules

68Stars

18Forks

2Open issues

0Open PRs

1Releases

727Commits

9Contributors

727 commits · Last activity 2026-07-24 · 0% stars, 30d

Stars over time

2026-07-14 · 672026-07-23 · 68

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/fk83/scoringrules on 2026-08-23.

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.00

Imports (4)

RcppmethodsMASSknitr

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (6)

gsl hypergeo rmarkdown testthat crch ggplot2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

13direct

6indirect

Iscores baytaAAR crch scoringutils tsaux bamlss bayesRecon distributions3 ensemblepp gdpar inlabru mvgam seqcomp

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Fabian Krueger

Author, Maintainer

Authors (4)

Fabian Krueger

Author, Maintainer

Sam Allen

Author · added in 1.1.1

Alexander I. Jordan

Author

Sebastian Lerch

Author

Contributors (1)

Maximiliane Graeter

Contributor · added in 1.1.1

Listed in earlier versions (2)

Alexander Jordan

no longer listed · 0.9 to 1.0.2

Jordan

no longer listed · 1.1.1 to 1.1.3

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.1.3Latest
2024-09-18 · current release · diff ↗
1.1.2
2024-09-05 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.1.1
2023-05-10 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.2
2022-09-19 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.0.1
2020-10-05 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0.0
2019-08-21 · diff ↗
0.9.6
2019-05-27 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.9.5
2018-07-30 · diff ↗

Show 8 earlier events

R
R 3.5.0 released · 2018-04-23
0.9.4
2017-11-03 · diff ↗
0.9.3
2017-08-10 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.9.2
2017-01-11 · diff ↗
0.9.1
2016-09-06 · diff ↗
0.9
2016-07-06
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-07-06
Total releases: 13 / 10 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.00
Bundled data: 771 KB / 2 files
Download size: 1.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Time Series Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("scoringRules")

Format

Krueger, F., Allen, S., Graeter, M., Jordan, A. I., & Lerch, S. (2024). scoringRules: Scoring Rules for Parametric and Simulated Distribution Forecasts (Version 1.1.3) [Computer software]. https://doi.org/10.32614/CRAN.package.scoringRules

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 scoringRules version 1.1.3 [Data set]. HJJB, LLC. Data release v2026-08-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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