Package: FuzzyStatProb 2.0.4

Pablo J. Villacorta

FuzzyStatProb: Fuzzy Stationary Probabilities from a Sequence of Observations of an Unknown Markov Chain

An implementation of a method for computing fuzzy numbers representing stationary probabilities of an unknown Markov chain, from which a sequence of observations along time has been obtained. The algorithm is based on the proposal presented by James Buckley in his book on Fuzzy probabilities (Springer, 2005), chapter 6. Package 'FuzzyNumbers' is used to represent the output probabilities.

Authors:Pablo J. Villacorta <[email protected]>

FuzzyStatProb_2.0.4.tar.gz
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FuzzyStatProb_2.0.4.tgz(r-4.5-any)FuzzyStatProb_2.0.4.tgz(r-4.4-any)FuzzyStatProb_2.0.4.tgz(r-4.3-any)
FuzzyStatProb_2.0.4.tar.gz(r-4.5-noble)FuzzyStatProb_2.0.4.tar.gz(r-4.4-noble)
FuzzyStatProb_2.0.4.tgz(r-4.4-emscripten)FuzzyStatProb_2.0.4.tgz(r-4.3-emscripten)
FuzzyStatProb.pdf |FuzzyStatProb.html✨
FuzzyStatProb/json (API)

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

Bug tracker:https://github.com/cranhaven/cranhaven.r-universe.dev/issues

Datasets:
  • linguisticTransitions - Transition matrix of a Markov chain that guides the movement of an autonomous patrolling robot
  • robotStates - Transition matrix of a Markov chain that guides the movement of an autonomous patrolling robot
  • transRobot - Transition matrix of a Markov chain that guides the movement of an autonomous patrolling robot

On CRAN:

Conda:

archivedpackagesr-universe

2.70 score 5 stars 220 downloads 1 exports 3 dependencies

Last updated 7 days agofrom:261bc31f20 (on package/FuzzyStatProb). Checks:6 OK, 3 NOTE. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKMar 24 2025
R-4.5-winNOTEMar 24 2025
R-4.5-macNOTEMar 24 2025
R-4.5-linuxNOTEMar 24 2025
R-4.4-winOKMar 24 2025
R-4.4-macOKMar 24 2025
R-4.4-linuxOKMar 24 2025
R-4.3-winOKMar 24 2025
R-4.3-macOKMar 24 2025

Exports:fuzzyStationaryProb

Dependencies:DEoptimFuzzyNumbersMultinomialCI

FuzzyStatProb: fuzzy stationary probability estimation in Markov chains from data

Rendered fromFuzzyStatProb.pdf.asisusingR.rsp::asison Mar 24 2025.

Last update: 2025-03-24
Started: 2025-03-24