R Observatory: Metrics for fnets version 0.1.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

fnets

0.1.6Package record

Factor-Adjusted Network Estimation and Forecasting for High-Dimensional Time Series

0packages depend

3.3Kdownloads / year

79.2%test coverage

11/13flavors OK

Overview

About

Maintained by Haeran ChoCRAN page ↗

Implements methods for network estimation and forecasting of high-dimensional time series exhibiting strong serial and cross-sectional correlations under a factor-adjusted vector autoregressive model. See Barigozzi, Cho and Owens (2024+) doi:10.1080/07350015.2023.2257270 for further descriptions of FNETS methodology and Owens, Cho and Barigozzi (2024+) arXiv:2301.11675 accompanying the R package.

Install

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

install.packages("fnets", 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-fnets

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-fnets

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-fnets

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

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Haeran Cho <haeran.cho@bristol.ac.uk>’

The Description field contains
  methodology and Owens, Cho and Barigozzi (2024+) <arXiv:2301.11675>
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

CRAN check page ↗

Slowest check: 3.6 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.6

READMEYes · 162 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 40 (18 internal)
Examples that run: 48%10 run in a plain check · 6 only when donttest examples are enabled (R CMD check --as-cran) · 5 never run
Exported functions with examples: 90%
Documented parameters: 85%
Return-value docs: 90%
Help pages citing references: 35%

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #10,869 · ~9/day · ~279/mo

Releases R versions

Daily download trend is not available in this view yet.

35430 days

97190 days

3.3K1 year

Compare downloads with other packages →

Also on91 r2u6 autocran52 c2d4u

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing fnets adds 20 packages (12 with compiled code, 21 MB of source tarballs). Heaviest: igraph 4.8 MB, fields 3.9 MB, spam 3.1 MB.

Depends (1)

R >= 4.1.0

Imports (8)

lpSolveparalleldoParallel foreachMASSfields igraph RColorBrewer

LinkingTo (0)

none

Suggests (1)

testthat

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 (3)

Haeran Cho

Maintainer since 0.1.1 (2023), Author

Matteo Barigozzi

Author

Dom Owens

Author

Releases (6)

Pick two releases to compare their code metrics.

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
0.1.6Latest
record
2024-01-23 · current release · diff ↗
0.1.5
record
2023-07-17 · diff ↗
0.1.4
record
2023-07-04 · diff ↗
0.1.3
record
2023-06-08 · diff ↗ ·
removed 2 exports
common.predict, idio.predict

added 1 export
network
R
R 4.3.0 released · 2023-04-21
0.1.2
record
2023-01-31 · diff ↗
0.1.1
record
2023-01-26
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-01-26
Total releases: 6 / 3 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 380 KB / 2 files
Download size: 424 KB

Appears in task views

Time Series Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("fnets")

Format

Cho, H., Barigozzi, M., & Owens, D. (2024). fnets: Factor-Adjusted Network Estimation and Forecasting for High-Dimensional Time Series (Version 0.1.6) [Computer software]. https://doi.org/10.32614/CRAN.package.fnets

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 fnets version 0.1.6 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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