R Observatory: Metrics for FuzzySimRes version 0.4.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

FuzzySimRes

0.4.8Package record

Simulation and Resampling Methods for Epistemic Fuzzy Data

1packages depend

3Kdownloads / year

78.2%test coverage

13/13flavors OK

Overview

About

Maintained by Maciej RomaniukCRAN 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. 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-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). 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: 2.4 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.4.8

READMEYes · 791 wordsVignettesYes · 1 · staticNEWSYes · 100% structured · does not mention 0.4.8Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Cites an R Journal article

Help pages: 15
Examples that run: 100%13 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 80%

Vignettes (1)

FuzzySimRes: Epistemic Bootstrap - an Efficient Tool for Statistical Inference Based on Imprecise Data PDF

How these are measured

Downloads

3K

CRAN downloads in the past year

Rank #13,449 · ~8/day · ~252/mo

Releases R versions

Daily download trend is not available in this view yet.

36130 days

86090 days

3K1 year

Compare downloads with other packages →

Also on433 r2u3 autocran

How downloads are counted

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing FuzzySimRes adds 8 packages (3 with compiled code, 7.7 MB of source tarballs). Heaviest: glmnet 2.7 MB, Rcpp 1.8 MB, RcppEigen 1.7 MB.

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

Imports 1

Depends, Imports or LinkingTo, most downloaded first

FuzzyImputationTest

How these are counted

Code & Tests

Datasets

People & History

People (4)

Maciej Romaniuk

Maintainer since 0.1.2 (2023), Author

Przemyslaw Grzegorzewski

Author

Abbas Parchami

Author

Luis Carvalho

Contributor, Copyright holder

Procedures from kolmim package in the kolmim.c file

Releases (9)

Pick two releases to compare their code metrics.

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

Cite

Cite this package

Run in R for the authors' entry:

citation("FuzzySimRes")

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

It points to 10.32614/rj-2024-016.

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 v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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