R Observatory: Metrics for kssa version 0.0.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

kssa

0.0.5

Known Sub-Sequence Algorithm

0packages depend

2.5Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Iván Felipe BenavidesFirst published 2022-06-212 releasesCRAN page ↗GitHub ↗

Implements the Known Sub-Sequence Algorithm doi:10.1016/j.aaf.2021.12.013, which helps to automatically identify and validate the best method for missing data imputation in a time series. Supports the comparison of multiple state-of-the-art algorithms.

Install

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

install.packages("kssa", 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("steffenmoritz/kssa")

Development version from steffenmoritz/kssa. 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-kssa

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-kssa

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-kssa

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

Health

CRAN checks

13OK

Slowest check: 2.0 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.01

0.0%

Coverage · measured lines

75%

Documentation · exports

11

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 183 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 25%

Downloads

2.5K

CRAN downloads in the past year

Rank #20,558 · ~7/day · ~207/mo

Releases R versions

Daily download trend is not available in this view yet.

15730 days

54190 days

2.5K1 year

Compare downloads with other packages →

Also on118 r2u18 autocran

Repository

GitHub ↗ steffenmoritz/kssa

3Stars

5Forks

1Open issues

1Open PRs

0Releases

89Commits

4Contributors

License AGPL-3.0 · 89 commits · Last activity 2025-08-24

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/steffenmoritz/kssa on 2026-08-16.

Continuous integration (1)

GitHub Actions

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0

Imports (11)

magrittr ggplot2 rlangmethodsforecast imputeTSstatszoo Metrics dplyr missMethods

LinkingTo (0)

none

Suggests (2)

covr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (6)

Maintainer (1)

Iván Felipe Benavides

Author, Maintainer, Copyright holder

Authors (6)

Iván Felipe Benavides

Author, Maintainer, Copyright holder

Brayan-David Aroca-Gonzalez

Author

Steffen Moritz

Author

Jhoana Romero

Author

Marlon Santacruz

Author

John-Josephraj Selvaraj

Author

Copyright holders (1)

Iván Felipe Benavides

Author, Maintainer, Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.0.5Latest
2025-09-01 · current release · diff ↗
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
0.0.1
2022-06-21
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-06-21
Total releases: 2 / 4 yrs
License: AGPL (>= 3) OSI
Minimum R: ≥ 4.0
Download size: 85 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("kssa")

Format

Benavides, I. F., Aroca-Gonzalez, B., Moritz, S., Romero, J., Santacruz, M., & Selvaraj, J. (2025). kssa: Known Sub-Sequence Algorithm (Version 0.0.5) [Computer software]. https://doi.org/10.32614/CRAN.package.kssa

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 kssa version 0.0.5 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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