Package: FuzzySimRes 0.4.3

FuzzySimRes: Simulation and Resampling Methods for Epistemic Fuzzy Data

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>) together with the functions to apply statistical tests and estimate various characteristics based on the epistemic bootstrap. The package also includes a real-life data set of epistemic fuzzy triangular numbers. The fuzzy numbers used in this package are consistent with the 'FuzzyNumbers' package.

Authors:Maciej Romaniuk [cre, aut], Przemyslaw Grzegorzewski [aut], Abbas Parchami [aut], Luis Carvalho [ctb, cph]

FuzzySimRes_0.4.3.tar.gz
FuzzySimRes_0.4.3.zip(r-4.5)FuzzySimRes_0.4.3.zip(r-4.4)FuzzySimRes_0.4.3.zip(r-4.3)
FuzzySimRes_0.4.3.tgz(r-4.5-x86_64)FuzzySimRes_0.4.3.tgz(r-4.5-arm64)FuzzySimRes_0.4.3.tgz(r-4.4-x86_64)FuzzySimRes_0.4.3.tgz(r-4.4-arm64)FuzzySimRes_0.4.3.tgz(r-4.3-x86_64)FuzzySimRes_0.4.3.tgz(r-4.3-arm64)
FuzzySimRes_0.4.3.tar.gz(r-4.5-noble)FuzzySimRes_0.4.3.tar.gz(r-4.4-noble)
FuzzySimRes_0.4.3.tgz(r-4.4-emscripten)FuzzySimRes_0.4.3.tgz(r-4.3-emscripten)
FuzzySimRes.pdf |FuzzySimRes.html
FuzzySimRes/json (API)
NEWS

# Install 'FuzzySimRes' in R:
install.packages('FuzzySimRes', repos = c('https://mroman-ibs.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mroman-ibs/fuzzysimres/issues

Uses libs:
  • openblas– Optimized BLAS
Datasets:

On CRAN:

Conda:

openblas

4.02 score 1 packages 35 scripts 244 downloads 13 exports 12 dependencies

Last updated 6 months agofrom:6c0601e064. Checks:11 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 23 2025
R-4.5-win-x86_64OKFeb 23 2025
R-4.5-mac-x86_64OKFeb 23 2025
R-4.5-mac-aarch64OKFeb 23 2025
R-4.5-linux-x86_64OKFeb 23 2025
R-4.4-win-x86_64OKFeb 23 2025
R-4.4-mac-x86_64OKFeb 23 2025
R-4.4-mac-aarch64OKFeb 23 2025
R-4.3-win-x86_64OKFeb 23 2025
R-4.3-mac-x86_64OKFeb 23 2025
R-4.3-mac-aarch64OKFeb 23 2025

Exports:AntitheticBootstrapAverageStatisticEpistemicTestCombinePValuesEpistemicBootstrapEpistemicCorrectedVarianceEpistemicEstimatorEpistemicMeanEpistemicTestKSTestCriticalValueMultiStatisticEpistemicTestResamplingStatisticEpistemicTestSimulateFuzzyNumberSimulateSample

Dependencies:codetoolsforeachFuzzyNumbersglmnetiteratorslatticeMatrixpalassoRcppRcppEigenshapesurvival