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-4.4-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'))

Peer review:

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

Uses libs:
  • openblas– Optimized BLAS
Datasets:

On CRAN:

4.18 score 1 packages 34 scripts 273 downloads 13 exports 12 dependencies

Last updated 3 months agofrom:6c0601e064. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 26 2024
R-4.5-win-x86_64OKOct 26 2024
R-4.5-linux-x86_64OKOct 26 2024
R-4.4-win-x86_64OKOct 26 2024
R-4.4-mac-x86_64OKOct 26 2024
R-4.4-mac-aarch64OKOct 26 2024
R-4.3-win-x86_64OKOct 26 2024
R-4.3-mac-x86_64OKOct 26 2024
R-4.3-mac-aarch64OKOct 26 2024

Exports:AntitheticBootstrapAverageStatisticEpistemicTestCombinePValuesEpistemicBootstrapEpistemicCorrectedVarianceEpistemicEstimatorEpistemicMeanEpistemicTestKSTestCriticalValueMultiStatisticEpistemicTestResamplingStatisticEpistemicTestSimulateFuzzyNumberSimulateSample

Dependencies:codetoolsforeachFuzzyNumbersglmnetiteratorslatticeMatrixpalassoRcppRcppEigenshapesurvival