R Observatory: Metrics for FuzzySimRes version 0.4.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

FuzzySimRes

0.4.8

Simulation and Resampling Methods for Epistemic Fuzzy Data

1packages depend

2.7Kdownloads / year

78.2%test coverage

13/13checks pass

Overview

About

Maintained by Maciej RomaniukFirst published 2023-06-099 releasesCRAN page ↗

Random simulations of fuzzy numbers are still a challenging problem. The aim of this package is to provide the respective procedures to simulate fuzzy random variables, especially in the case of the piecewise linear fuzzy numbers (PLFNs, see Coroianua et al. (2013) doi:10.1016/j.fss.2013.02.005 for the further details). Additionally, the special resampling algorithms known as the epistemic bootstrap are provided (see Grzegorzewski and Romaniuk (2022) doi:10.34768/amcs-2022-0021, Grzegorzewski and Romaniuk (2022) doi:10.1007/978-3-031-08974-9_39, Romaniuk et al. (2024) doi:10.32614/RJ-2024-016) together with the functions to apply statistical tests and estimate various characteristics based on the epistemic bootstrap. The package also includes real-life datasets of epistemic fuzzy triangular and trapezoidal numbers. The fuzzy numbers used in this package are consistent with the 'FuzzyNumbers' package.

Install

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

install.packages("FuzzySimRes", 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-fuzzysimres

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-FuzzySimRes

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-FuzzySimRes

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

Health

CRAN checks

13OK

Slowest check: 2.3 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 1.13

78.2%

Coverage · measured lines

100%

Documentation · exports

4

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 791 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 80%

Downloads

2.7K

CRAN downloads in the past year

Rank #15,255 · ~8/day · ~229/mo

Releases R versions

Daily download trend is not available in this view yet.

16830 days

69190 days

2.7K1 year

Compare downloads with other packages →

Also on496 r2u16 autocran

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (4)

statsFuzzyNumbers palassomethods

LinkingTo (0)

none

Suggests (2)

testthat R.rsp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

FuzzyImputationTest

Code & Tests

People & History

People (4)

Maintainer (1)

Maciej Romaniuk

Maintainer, Author

Authors (3)

Maciej Romaniuk

Maintainer, Author

Przemyslaw Grzegorzewski

Author

Abbas Parchami

Author

Contributors (1)

Luis Carvalho

Contributor, Copyright holder

Copyright holders (1)

Luis Carvalho

Contributor, Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.4.8Latest
2025-11-18 · current release · diff ↗
0.4.7
2025-07-28 · diff ↗
0.4.5
2025-05-30 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.4.3
2024-08-27 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.4.0
2024-03-14 · diff ↗
0.3.0
2023-08-10 · diff ↗
0.2.1
2023-07-13 · diff ↗
0.2.0
2023-06-22 · diff ↗
0.1.2
2023-06-09
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-06-09
Total releases: 9 / 3 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 3.6 KB / 2 files
Download size: 365 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("FuzzySimRes")

Format

Romaniuk, M., Carvalho, L., Grzegorzewski, P., & Parchami, A. (2025). FuzzySimRes: Simulation and Resampling Methods for Epistemic Fuzzy Data (Version 0.4.8) [Computer software]. https://doi.org/10.32614/CRAN.package.FuzzySimRes

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 FuzzySimRes version 0.4.8 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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