Package: FuzzyStatTra 1.0

Asun Lubiano

FuzzyStatTra: Statistical Methods for Trapezoidal Fuzzy Numbers

The aim of the package is to provide some basic functions for doing statistics with trapezoidal fuzzy numbers. In particular, the package contains several functions for simulating trapezoidal fuzzy numbers, as well as for calculating some central tendency measures (mean and two types of median), some scale measures (variance, ADD, MDD, Sn, Qn, Tn and some M-estimators) and one diversity index and one inequality index. Moreover, functions for calculating the 1-norm distance, the mid/spr distance and the (phi,theta)-wabl/ldev/rdev distance between fuzzy numbers are included, and a function to calculate the value phi-wabl given a sample of trapezoidal fuzzy numbers.

Authors:Asun Lubiano <[email protected]>, Sara de la Rosa de Saa <[email protected]>

FuzzyStatTra_1.0.tar.gz
FuzzyStatTra_1.0.tar.gz(r-4.5-noble)FuzzyStatTra_1.0.tar.gz(r-4.4-noble)
FuzzyStatTra_1.0.tgz(r-4.4-emscripten)FuzzyStatTra_1.0.tgz(r-4.3-emscripten)
FuzzyStatTra.pdf |FuzzyStatTra.html✨
FuzzyStatTra/json (API)

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

Peer review:

Datasets:
  • M1 - M1 dataset
  • M2 - M2 dataset
  • M3 - M3 dataset
  • S1 - S1 dataset

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

28 exports 0.00 score 0 dependencies 32 scripts 137 downloads

Last updated 8 years agofrom:3aa549fd7a. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 21 2024
R-4.5-linuxOKAug 21 2024

Exports:ADDcheckingcheckingTraDthetaphiDthetaphiTraDwablphiDwablphiTrafilterNAGSIHyperIM.estimateMDDMeanMedian1normMedianwablQnRho1Rho1TraSimulCASE1SimulCASE2SimulCASE3SimulCASE4SimulFRSTraSnTnTransfTraVarWablphi

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Statistical Methods for Trapezoidal Fuzzy NumbersFuzzyStatTra-package FuzzyStatTra
Average Distance Deviation of a trapezoidal fuzzy sample with respect to a fuzzy numberADD
Checking correct data format (as array)checking
Checking correct data format (as matrix)checkingTra
Mid/spr distance between fuzzy numbersDthetaphi
Mid/spr distance between trapezoidal fuzzy numbersDthetaphiTra
(\varphi,theta)-wabl/ldev/rdev distance between fuzzy numbersDwablphi
(\varphi,theta)-wabl/ldev/rdev distance between trapezoidal fuzzy numbersDwablphiTra
Deleting missing valuesfilterNA
Gini-Simpson diversity index of a trapezoidal fuzzy sampleGSI
Hyperbolic inequality index of a trapezoidal positive fuzzy sampleHyperI
M-estimator of scale of a trapezoidal fuzzy sampleM.estimate
M1 datasetM1
M2 datasetM2
M3 datasetM3
Median Distance Deviation of a trapezoidal fuzzy sample with respect to a fuzzy numberMDD
Mean of a trapezoidal fuzzy sampleMean
1-norm median of a trapezoidal fuzzy sampleMedian1norm
\varphi-wabl/ldev/rdev median of a trapezoidal fuzzy sampleMedianwabl
Qn scale measure of a trapezoidal fuzzy sampleQn
1-norm distance between fuzzy numbersRho1
1-norm distance between trapezoidal fuzzy numbersRho1Tra
S1 datasetS1
Simulation of trapezoidal fuzzy numbers CASE 1SimulCASE1
Simulation of trapezoidal fuzzy numbers CASE 2SimulCASE2
Simulation of trapezoidal fuzzy numbers CASE 3SimulCASE3
Simulation of trapezoidal fuzzy numbers CASE 4SimulCASE4
Simulation of trapezoidal fuzzy rating responses to a questionnaireSimulFRSTra
Sn scale measure of a trapezoidal fuzzy sampleSn
Tn scale measure of a trapezoidal fuzzy sampleTn
Transformation of a matrix of trapezoidal fuzzy numbers into an arrayTransfTra
Variance of a trapezoidal fuzzy sampleVar
\varphi-wabl values of a trapezoidal fuzzy sampleWablphi