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Descriptive Statistics for Symbolic Data

hal.structure.identifierCEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
dc.contributor.authorBertrand, Patrice*
hal.structure.identifierINRIA Rocquencourt
dc.contributor.authorGoupil-Testu, Françoise*
dc.date.accessioned2009-09-21T14:02:12Z
dc.date.available2009-09-21T14:02:12Z
dc.date.issued2000
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/1829
dc.language.isoenen
dc.subjectSymbolic Data Analysis, Histogram, Descriptive statistics
dc.subject.ddc519en
dc.titleDescriptive Statistics for Symbolic Data
dc.typeChapitre d'ouvrage
dc.contributor.editoruniversityotherINRIA;France
dc.description.abstractenThe intention of this chapter is to extend the concept of frequency distribution, and the standard definitions of descriptive statistics for real-valued data, such as the empirical mean the empirical standard deviation and the median, to the general framework of symbolic variables. We denote by E={1,…, n} the set of units that are described by p symbolic variables Y1,…, Yp. The domain of each variable Y j for j = 1,…, p, is denoted by Y j and S = × j=1 p y j denotes the whole domain space. We will examine different types of symbolic variables, namely:- cases where each symbolic variable Y j is multi-valu ed or interval-valued;- including the case wher e logical rules may exist among the values taken by Y1,…, Y p
dc.identifier.citationpages106-124
dc.relation.ispartoftitleAnalysis of Symbolic Data, Exploratory methods for extracting statistical information from complex data
dc.relation.ispartofeditorBock, H.-H. & Diday, E.
dc.relation.ispartofpublnameSpringer
dc.relation.ispartofpublcityBerlin Heidelberg
dc.relation.ispartofdate2000
dc.relation.ispartofurl10.1007/978-3-642-57155-8
dc.description.sponsorshipprivateouien
dc.subject.ddclabelProbabilités et mathématiques appliquéesen
dc.relation.ispartofisbn978-3540666196
dc.identifier.doi10.1007/978-3-642-57155-8_6
dc.description.ssrncandidatenon
dc.description.halcandidateoui
dc.description.readershiprecherche
dc.description.audienceInternational
dc.date.updated2019-09-17T13:20:33Z
hal.author.functionaut
hal.author.functionaut


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