Download PDF by Edwin Diday (auth.), Prof. Dr. Hans-Hermann Bock, Prof.: Analysis of Symbolic Data: Exploratory Methods for

By Edwin Diday (auth.), Prof. Dr. Hans-Hermann Bock, Prof. Edwin Diday (eds.)

ISBN-10: 3540666192

ISBN-13: 9783540666196

ISBN-10: 3642571557

ISBN-13: 9783642571558

Raymond Bisdorff CRP-GL, Luxembourg the advance of the SODAS software program in keeping with symbolic information research used to be largely defined within the earlier chapters of this ebook. It was once observed via a chain of benchmark actions regarding a few reliable statistical institutes all through Europe. companions in those benchmark actions have been the nationwide Statistical Institute (INE) of Portugal, the Instituto Vasco de Estadistica Euskal (EUSTAT) from Spain, the workplace For nationwide records (ONS) from the uk, the Inspection Generale de l. a. Securite Sociale (IGSS) from Luxembourg 1 and marginally the collage of Athens . The crucial objective of those benchmark actions used to be to illustrate the usefulness of symbolic info research for functional statistical exploitation and research of reliable statistical information. This bankruptcy goals to record in short on those actions via featuring a few signifi­ cant insights into useful effects got by means of the benchmark companions in utilizing the SODAS software program package deal as defined in bankruptcy 14 below.

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Depending on the kind of variable, each concept is described by a histogram (as in Table 1. , a histogram of each symbolic variable, dissimilarities between symbolic descriptions, classifications, factorial analysis, discrimination of classes, a graphical visualization of symbolic descriptions, etc. 3 Overview on the SODAS Software Chapter 14 of this book describes the algorithms and their acronyms which are implemented in the SODAS software, and their relation to the chapters of this book. 1. 4 Examples for the SODAS Strategy in Applications In our benchmark studies, we considered data provided by three Statistical Institutes involved in SODAS: ONS (England), INE (Portugal), and EUSTAT (Basque Country, Spain) and which concern Household Consumption, Census, a Labour Force Surveyor Road Transportation.

For the share price Y, to statements of the type: Y < 120 120 EURO with probability 40%, :s: Y < 130 EURO with 30%, 130:S: Y < 140 EURO with 20%, Y 2 140 EURO with 10% which formally provides a probability distribution. Sometimes, we encounter even a combination of statements relating to different variables such as: With 60%: price Y 1 increasing, dividend Y 2 > 1 EURO, annual return Y 3 > 4%, With 20%: price Y 1 decreasing, dividend Y 2 < 1 EURO, annual return Y3 > 2%, which altogether reflect an optimistic view of this market.

France Germany Portugal UK Belgium ~/ Bruss Vlan \ Wall /\ / \ \ ...... Bay ... Sach I \ /\'" ... 3: Hierarchical system of administrational units in Europe 30 2 The Classical Data Situation In the context of a taxonomic variable Y with the range y = {a, b, ... } and the hierarchy 1{, the following terminology is typically used (see Fig. 4: A hierarchical tree 1{ for y = {a, b, ... } 1. Each category bEY is called a node of the hierarchical tree 1{. 2. ff " -< a. 1 C T his is sometimes writ ten as c C a, thus using the inclusion sign, and intuitively interpreted as 'c is below a in t he line diagram of 1{'.

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Analysis of Symbolic Data: Exploratory Methods for Extracting Statistical Information from Complex Data by Edwin Diday (auth.), Prof. Dr. Hans-Hermann Bock, Prof. Edwin Diday (eds.)


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