R Observatory: Metrics for fDMA version 2.2.9

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

fDMA

2.2.9

Dynamic Model Averaging and Dynamic Model Selection for Continuous Outcomes

0packages depend

4.6Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Krzysztof DrachalFirst published 2017-07-1015 releasesCRAN page ↗

Allows to estimate dynamic model averaging, dynamic model selection and median probability model. The original methods are implemented, as well as, selected further modifications of these methods. In particular the user might choose between recursive moment estimation and exponentially moving average for variance updating. Inclusion probabilities might be modified in a way using 'Google Trends'. The code is written in a way which minimises the computational burden (which is quite an obstacle for dynamic model averaging if many variables are used). For example, this package allows for parallel computations and Occam's window approach. The package is designed in a way that is hoped to be especially useful in economics and finance. Main reference: Raftery, A.E., Karny, M., Ettler, P. (2010) doi:10.1198/TECH.2009.08104.

Install

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

install.packages("fDMA", 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-fdma

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-fDMA

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-fDMA

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

Health

CRAN checks

13OK

Slowest check: 4.6 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

17

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
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 53%
Documented parameters: 100%
Return-value docs: 100%
References docs: 20%

Downloads

4.6K

CRAN downloads in the past year

Rank #11,369 · ~13/day · ~380/mo

Releases R versions

Daily download trend is not available in this view yet.

17130 days

86690 days

4.6K1 year

Compare downloads with other packages →

Also on461 r2u17 autocran

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (17)

doParallel forecast foreach gplotsgraphicsgrDevicesiterators itertoolsparallelpsych png Rcppstatstseriesutilsxts zoo

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (1)

R.rsp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Krzysztof Drachal

Author, Maintainer

Authors (1)

Krzysztof Drachal

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.2.9Latest
2025-11-15 · current release · diff ↗
unarchivedReturned to CRAN
2025-11-15
archivedRemoved from CRAN
2025-11-09
check issues were not corrected in time
R
R 4.5.0 released · 2025-04-11
2.2.8
2025-01-24 · diff ↗
R
R 4.4.0 released · 2024-04-24
2.2.7
2023-07-16 · diff ↗
unarchivedReturned to CRAN
2023-07-16
R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2022-09-18
issues were not corrected in time
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
2.2.6
2020-07-17 · diff ↗
R
R 4.0.0 released · 2020-04-24
2.2.5
2020-04-03 · diff ↗

Show 13 earlier events

R
R 3.6.0 released · 2019-04-26
2.2.4
2018-09-30 · diff ↗
2.2.3.1
2018-06-29 · diff ↗
R
R 3.5.0 released · 2018-04-23
2.2.3
2018-01-29 · diff ↗
2.2.2
2018-01-21 · diff ↗
2.2.1
2017-11-24 · diff ↗
2.2
2017-11-15 · diff ↗
2.1
2017-10-13 · diff ↗
2.0
2017-08-31 · diff ↗
1.1
2017-07-11 · diff ↗
1.0
2017-07-10
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-07-10
Total releases: 15 / 9 yrs
License: GPL-3 OSI
Bundled data: 17 KB / 2 files
Download size: 141 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("fDMA")

Format

Drachal, K. (2025). fDMA: Dynamic Model Averaging and Dynamic Model Selection for Continuous Outcomes (Version 2.2.9) [Computer software]. https://doi.org/10.32614/CRAN.package.fDMA

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 fDMA version 2.2.9 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →