Package: poseticDataAnalysis 1.1.0

poseticDataAnalysis: Posetic Data Analysis

Build and manipulate partially ordered sets (posets), to perform some data analysis on them and to implement multi-criteria decision making procedures. Several efficient ways for generating linear extensions are implemented, together with functions for building mutual ranking probabilities, incomparability, dominance and separation scores (Fattore, M., De Capitani, L., Avellone, A., Suardi, A. (2024). A fuzzy posetic toolbox for multi-criteria evaluation on ordinal data systems. ANNALS OF OPERATIONS RESEARCH <doi:10.1007/s10479-024-06352-3>).

Authors:Alessandro Avellone [aut, cre], Lucio De Capitani [aut], Marco Fattore [aut]

poseticDataAnalysis_1.1.0.tar.gz
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manual.pdf |manual.html✨
card.svg |card.png
poseticDataAnalysis/json (API)

# Install 'poseticDataAnalysis' in R:
install.packages('poseticDataAnalysis', repos = c('https://aavellone.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

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

cpp

1.60 score 201 downloads 66 exports 0 dependencies

Last updated from:4f53362b7f. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK166
linux-devel-x86_64OK140
source / vignettesOK214
linux-release-arm64OK156
linux-release-x86_64OK161
macos-release-arm64OK168
macos-release-x86_64OK374
macos-oldrel-arm64OK145
macos-oldrel-x86_64OK316
windows-develOK198
windows-releaseOK202
windows-oldrelOK172
wasm-releaseOK138

Exports:BidimentionalPosetRepresentationBinaryVariablePOSetBLSDominanceBubleyDyerEvaluationBubleyDyerMRPBubleyDyerMRPGeneratorBubleyDyerSeparationBuildBubleyDyerEvaluationGeneratorBuildBubleyDyerSeparationGeneratorComparabilitySetOfCoverMatrixCoverRelationCrownPOSetDisjointSumPOSetDominanceMatrixDominatesDownsetOfDualPOSetExactEvaluationExactMRPExactSeparationFencePOSetFuzzyInBetweennessFuzzyInBetweennessMinMaxFuzzyInBetweennessProbabilisticFuzzySeparationFuzzySeparationMinMaxFuzzySeparationProbabilisticIncomparabilityRelationIncomparabilitySetOfIntersectionPOSetIsAntisymmetricIsComparableWithIsDominatedByIsDownsetIsExtensionOfIsIncomparableWithIsMaximalIsMinimalIsPartialOrderIsPreorderIsReflexiveIsSymmetricIsTransitiveIsUpsetLEBubleyDyerLEGeneratorLEGetLexicographicProductPOSetLexMRPLexSeparationLiftingPOSetLinearPOSetLinearSumPOSetOptimalBidimensionalEmbeddingOrderRelationPOSetPOSetElementsPOSetJoinPOSetMaximalsPOSetMeetPOSetMinimalsProductPOSetReflexiveClosureTransitiveClosureUpsetOf

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
poseticDataAnalysis: Posetic Data AnalysisposeticDataAnalysis-package poseticDataAnalysis
Bidimensional representation of multidimensional ordinal binary data generated by a specific reversed pair of lexicographic linear extensionsBidimentionalPosetRepresentation
Constructing a component-wise poset of binary vectors.BinaryVariablePOSet
An S4 class to represent a Binary Variable POSet.BinaryVariablePOSet-class
Computing the BLS dominance matrix of a poset.BLSDominance
Estimating function averages on linear extensions, by the Bubley-Dyer procedure.BubleyDyerEvaluation
An S4 class to represent function evaluation based on the Bubley-Dyer procedure.BubleyDyerEvaluationGenerator-class
An S4 class to represent the linear extension generator based on the Bubley-Dyer procedure.BubleyDyerGenerator-class
Approximating MRP matrix computation, using the Bubley-Dyer procedure.BubleyDyerMRP
Generator of an approximated MRP matrix.BubleyDyerMRPGenerator
An S4 class to represent the MRP generator based on the Bubley-Dyer procedure.BubleyDyerMRPGenerator-class
Approximated separation matrices computation, using the Bubley-Dyer procedure (see Bubley and Dyer, 1999).BubleyDyerSeparation
An S4 class to represent function separation based on the Bubley-Dyer procedure.BubleyDyerSeparationGenerator-class
Generator for the approximated computation of the mean value of functions over linear extensions.BuildBubleyDyerEvaluationGenerator
Generator of an approximated separation matrix.BuildBubleyDyerSeparationGenerator
Extracting the comparability set of a poset element.ComparabilitySetOf
Computing the cover matrix of a poset.CoverMatrix
Computing the cover relation of a poset.CoverRelation
Building crowns.CrownPOSet
Disjoint sum of posets.DisjointSumPOSet
Computing the dominance matrix.DominanceMatrix
Checking whether one element dominates another.Dominates
Computing downsets.DownsetOf
Dual of a poset.DualPOSet
Computing function mean values on linear extensionsExactEvaluation
Computing Mutual Ranking Probabilities (MRP).ExactMRP
An S4 class to represent the exact MRP generator.ExactMRPGenerator-class
Exact separation matrices computation.ExactSeparation
Building fences.FencePOSet
An S4 class to represent a virtual class for POSet extention.FromPOSet-class
Fuzzy in-betweenness array computationFuzzyInBetweenness
Fuzzy in-betweenness array computation with minimum t-norm and maximum t-conormFuzzyInBetweennessMinMax
Fuzzy in-betweenness array computation with Product t-norm and Probabilistic-sum t-conormFuzzyInBetweennessProbabilistic
Fuzzy separation matrix computationFuzzySeparation
Fuzzy Separation computation with minimum t-norm and maximum t-conormFuzzySeparationMinMax
Fuzzy Separation matrix computation with Product t-norm and Probabilistic-sum t-conormFuzzySeparationProbabilistic
Computing the incomparability relation of a poset.IncomparabilityRelation
Extracting the incomparability set of a poset element.IncomparabilitySetOf
Computing the intersection of a collection of posets.IntersectionPOSet
Checking binary relation antisymmetry.IsAntisymmetric
Checking comparability between two elements of a poset.IsComparableWith
Checking whether one element is dominated by another.IsDominatedBy
Checking for downsets.IsDownset
Checking poset extensions.IsExtensionOf
Checking incomparability between two elements of a poset.IsIncomparableWith
Checking maximality.IsMaximal
Checking minimality.IsMinimal
Checking for partial ordering.IsPartialOrder
Checking for pre-ordering (or quasi-ordering).IsPreorder
Checking binary relation reflexivity.IsReflexive
Checking binary relation symmetry.IsSymmetric
Checking binary relation transitivity.IsTransitive
Checking upsets.IsUpset
Generator of linear extensions through the Bubley-Dyer procedure.LEBubleyDyer
Generator of all the linear extensions of a poset.LEGenerator
An S4 class to represent the exact linear extension generator.LEGenerator-class
Generates linear extensions of a given poset, by using a linear extension generatorLEGet
Computing lexicographic product orders.LexicographicProductPOSet
An S4 class to represent a Lexicographic Product POSet.LexicographicProductPOSet-class
MRP matrix computation over the set of lexicographic linear extensions.LexMRP
Separation matrices computation over the set of lexicographic linear extensions.LexSeparation
Lifting posets.LiftingPOSet
Constructing a Linearly Ordered Set.LinearPOSet
An S4 class to represent a Linear POSet.LinearPOSet-class
Linear sum of posets.LinearSumPOSet
Dimensionality reduction of multidimensional ordinal binary dataOptimalBidimensionalEmbedding
Extracting the order relation of a poset.OrderRelation
Constructing a Partially Ordered Set.POSet
An S4 class to represent a POSet.POSet-class
Getting poset elements.POSetElements
Computing join (least upper bound).POSetJoin
Computing the maximal elements of a poset.POSetMaximals
Computing meet (greatest lower bound).POSetMeet
Computing the minimal elements of a poset.POSetMinimals
Constructing the product of posets.ProductPOSet
An S4 class to represent a Product POSet.ProductPOSet-class
Computing reflexive closure.ReflexiveClosure
Computing transitive closure.TransitiveClosure
Computing upsets.UpsetOf