R Observatory: Metrics for fDMA version 2.2.9

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

fDMA

2.2.9Package record

Dynamic Model Averaging and Dynamic Model Selection for Continuous Outcomes

0packages depend

4.6Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Krzysztof DrachalCRAN 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. 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-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). 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

13OK

CRAN check page ↗

Slowest check: 4.5 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.2.9

READMENoVignettesYes · 1 · staticNEWSYes · 33% structuredCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 60
Examples that run: 53%32 run in a plain check · 28 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 20%

Vignettes (1)

fDMA PDF

How these are measured

Downloads

4.6K

CRAN downloads in the past year

Rank #7,637 · ~12/day · ~380/mo

Releases R versions

Daily download trend is not available in this view yet.

46330 days

1.2K90 days

4.6K1 year

Compare downloads with other packages →

Also on433 r2u6 autocran

How downloads are counted

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing fDMA adds 47 packages (27 with compiled code, 32 MB of source tarballs). Heaviest: ggplot2 6.0 MB, gplots 4.6 MB, colorspace 2.0 MB.

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.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Krzysztof Drachal

Author, Maintainer since 1.0 (2017)

Faculty of Economic Sciences, University of Warsaw, Poland

Releases (15)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
unarchivedReturned to CRAN
2025-11-15
2.2.9Latest
record
2025-11-15 · current release · diff ↗
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
record
2025-01-24 · diff ↗
R
R 4.4.0 released · 2024-04-24
unarchivedReturned to CRAN
2023-07-16
2.2.7
record
2023-07-16 · diff ↗
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
record
2020-07-17 · diff ↗
R
R 4.0.0 released · 2020-04-24
2.2.5
record
2020-04-03 · diff ↗

Show 13 earlier eventsHide 13 earlier events

R
R 3.6.0 released · 2019-04-26
2.2.4
record
2018-09-30 · diff ↗ ·
added 2 exports
reduce.size, rvi
2.2.3.1
record
2018-06-29 · diff ↗
R
R 3.5.0 released · 2018-04-23
2.2.3
record
2018-01-29 · diff ↗
2.2.2
record
2018-01-21 · diff ↗
2.2.1
record
2017-11-24 · diff ↗
2.2
record
2017-11-15 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+

added 22 exports
altf, altf2, altf3, altf4, archtest, descstat, dmtest, fDMA, gNormalize, grid.DMA, grid.roll.reg, grid.tvp, hit.ratio, hmdmtest, mdmtest, normalize, onevar, rec.reg, roll.reg, standardize, stest, tvp
2.1
record
2017-10-13 · diff ↗
2.0
record
2017-08-31 · diff ↗
1.1
record
2017-07-11 · diff ↗
1.0
record
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

Cite

Cite this package

Run in R for the authors' entry:

citation("fDMA")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.3390/signals1010004.

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 v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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