R Observatory: Metrics for ensembleBMA version 5.1.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ensembleBMA

5.1.8

Probabilistic Forecasting using Ensembles and Bayesian Model Averaging

2packages depend

6.6Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Chris FraleyFirst published 2006-02-0837 releasesCRAN page ↗

Bayesian Model Averaging to create probabilistic forecasts from ensemble forecasts and weather observations https://stat.uw.edu/sites/default/files/files/reports/2007/tr516.pdf.

Install

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

install.packages("ensembleBMA", 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-ensemblebma

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-ensembleBMA

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-ensembleBMA

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 2.6 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

1

Dependencies · direct

Check history

NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 83%
Documented parameters: 95%
Return-value docs: 100%
References docs: 89%

Downloads

6.6K

CRAN downloads in the past year

Rank #6,143 · ~18/day · ~546/mo

Releases R versions

Daily download trend is not available in this view yet.

24330 days

1.3K90 days

6.6K1 year

Compare downloads with other packages →

Also on176 r2u19 autocran91 c2d4u

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (2)

R >= 2.10chron

Imports (0)

none

LinkingTo (0)

none

Suggests (2)

fields maps

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

ensembleMOS ensemblepp

Code & Tests

Datasets

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (9)

Chris Fraley

no longer listed · 2.0 to 5.1.8

Tilmann Gneiting

no longer listed · 2.0 to 5.1.8

Michael Polakowski

no longer listed · 1.0 to 3.0-2

Adrian E. Raftery

no longer listed · 1.0 to 5.1.8

J. McLean Sloughter

no longer listed · 1.0 to 5.1.8

University of Washington

no longer listed · 1.0 to 3.0-2

Michael Polokowski

no longer listed · 3.0-3 to 4.5

University of Washington With contributions from Bobby Yuen

no longer listed · 3.0-3 to 4.5

Package Timeline

37 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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
5.1.8Latest
2022-09-02 · current release · diff ↗
R
R 4.2.0 released · 2022-04-22
5.1.7
2021-11-13 · diff ↗
5.1.6
2021-10-02 · diff ↗
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
R
R 3.5.0 released · 2018-04-23
5.1.5
2018-01-18 · diff ↗
R
R 3.4.0 released · 2017-04-21
5.1.4
2017-03-18 · diff ↗
5.1.3
2016-06-19 · diff ↗

Show 49 earlier events

R
R 3.3.0 released · 2016-05-03
5.1.2
2015-05-20 · diff ↗
R
R 3.2.0 released · 2015-04-16
5.1.1
2015-03-19 · diff ↗
5.1
2015-02-18 · diff ↗
5.0.8
2014-04-15 · diff ↗
R
R 3.1.0 released · 2014-04-10
5.0.7
2014-01-30 · diff ↗
5.0.6
2014-01-07 · diff ↗
5.0.4
2013-07-16 · diff ↗
R
R 3.0.0 released · 2013-04-03
R
R 2.15.0 released · 2012-03-30
5.0.3
2012-01-28 · diff ↗
5.0.2
2011-11-09 · diff ↗
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R 2.14.0 released · 2011-10-31
5.0.1
2011-10-26 · diff ↗
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R 2.13.0 released · 2011-04-13
R
R 2.12.0 released · 2010-10-15
4.5
2010-07-03 · diff ↗
R
R 2.11.0 released · 2010-04-22
4.4
2009-12-16 · diff ↗
R
R 2.10.0 released · 2009-10-26
4.3.3
2009-09-18 · diff ↗
4.3.2
2009-09-09 · diff ↗
4.3.1
2009-09-07 · diff ↗
4.3
2009-06-27 · diff ↗
4.2.2
2009-05-19 · diff ↗
4.2.1
2009-05-10 · diff ↗
R
R 2.9.0 released · 2009-04-17
4.2
2009-04-01 · diff ↗
4.1.1
2009-01-27 · diff ↗
4.0-2
2009-01-05 · diff ↗
R
R 2.8.0 released · 2008-10-20
3.0-5
2008-10-08 · diff ↗
3.0-4.1
2008-08-21 · diff ↗
3.0-4
2008-08-20 · diff ↗
3.0-3
2008-07-28 · diff ↗
3.0-2
2008-06-24 · diff ↗
3.0-1
2008-06-02 · diff ↗
3.0-0
2008-05-19 · diff ↗
R
R 2.7.0 released · 2008-04-22
R
R 2.6.0 released · 2007-10-03
2.1
2007-08-25 · diff ↗
R
R 2.5.0 released · 2007-04-24
2.0
2007-03-08 · diff ↗
R
R 2.4.0 released · 2006-10-03
R
R 2.3.0 released · 2006-04-24
1.0
2006-02-08
R
R 2.2.0 released · 2005-10-06

Package metadata

First published: 2006-02-08
Total releases: 37 / 20 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 2.10
Bundled data: 1.8 MB / 7 files
Download size: 2.2 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Bayesian Inference Time Series Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ensembleBMA")

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Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for ensembleBMA version 5.1.8 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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