R Observatory: Metrics for utsf version 1.3.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

utsf

1.3.4Package record

Univariate Time Series Forecasting

0packages depend

3.3Kdownloads / year

15.1%test coverage

13/13flavors OK

Overview

About

Maintained by Francisco MartinezCRAN page ↗GitHub ↗Issues ↗

An engine for univariate time series forecasting using different regression models in an autoregressive way. The engine provides an uniform interface for applying the different models. Furthermore, it is extensible so that users can easily apply their own regression models to univariate time series forecasting and benefit from all the features of the engine, such as preprocessings or estimation of forecast accuracy.

Changes in 1.3.4

The vignette has been improved
README file improved
In efa(), now the size of the validation set cannot be lower than the forecasting horizon

From NEWS.md in the release

Install

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

install.packages("utsf", 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("franciscomartinezdelrio/utsf")

Development version from franciscomartinezdelrio/utsf. 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-utsf

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-utsf

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-utsf

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: 4.7 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.3.4

READMEYes · 133 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.3.4Citation fileNo

Help pages: 9 (2 internal)includes a package overview page
Examples that run: 100%6 run in a plain check
Exported functions with examples: 80%
Documented parameters: 100%
Return-value docs: 80%
Help pages citing references: 0%

Vignettes (1)

utsf HTML

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #16,126 · ~9/day · ~274/mo

Releases R versions

Daily download trend is not available in this view yet.

25730 days

77790 days

3.3K1 year

Compare downloads with other packages →

Also on103 r2u2 autocran

How downloads are counted

Repository

franciscomartinezdelrio/utsf ↗Account: franciscomartinezdelrio

3Stars

1Forks

2Open issues

0Open PRs

8Releases

148Commits

1Commit identities

148 commits · Last activity 2026-07-21

Responsiveness

not measured

Stars over time

2025-07-08 · 32026-07-07 · 3

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/franciscomartinezdelrio/utsf on 2026-10-22.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (2)

README.Rmd

GitHub Pages site last deployed 2024-10-09

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing utsf adds 74 packages (42 with compiled code, 70 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (0)

none

Imports (11)

Cubist FNN forecast generics ggplot2 ipredmethodsrangerrpartvctsfr xgboost

LinkingTo (0)

none

Suggests (5)

knitrnnetrandomForest rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Francisco Martinez

Maria Pilar Frias-Bustamante

Author

Releases (8)

Pick two releases to compare their code metrics.

1.3.4Latest
record
2026-07-21 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.3.3
record
2026-04-22 · diff ↗
1.3.2
record
2026-04-14 · diff ↗
1.3.1
record
2025-10-23 · diff ↗ ·
removed 1 export
trend
1.3.0
record
2025-07-08 · diff ↗ ·
removed 1 export
evaluation

added 3 exports
create_model, efa, tune_grid
1.2.0
record
2025-05-19 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.1.0
record
2024-12-10 · diff ↗ ·
removed 1 export
differences

added 2 exports
evaluation, trend
1.0.0
record
2024-10-14
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-10-14
Total releases: 8 / 2 yrs
License: MIT + file LICENSE OSI
Download size: 120 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("utsf")

Format

Martinez, F., & Frias-Bustamante, M. P. (2026). utsf: Univariate Time Series Forecasting (Version 1.3.4) [Computer software]. https://doi.org/10.32614/CRAN.package.utsf

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 utsf version 1.3.4 [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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