The theory of statistical implicative analysis : or the implausibility of falsehood ... when the exception confirms the rule /

"This book summarizes the methods and concepts of Statistical Implicative Analysis (SIA), created by Régis Gras in the 1980s to study, in a new way, the behavioural responses of French pupils to mathematics tests. Using a multidimensional, non-symmetrical data analysis method, SIA crosses a set...

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Bibliographic Details
Main Authors: Gras, Régis (Author)
Group Author: Bodin, Antoine; Couturier, Raphaël; Gregori, Pablo
Published: CRC Press,
Publisher Address: Boca Raton, FL :
Publication Dates: 2024.
Literature type: Book
Language: English
Edition: First edition.
Subjects:
Summary: "This book summarizes the methods and concepts of Statistical Implicative Analysis (SIA), created by Régis Gras in the 1980s to study, in a new way, the behavioural responses of French pupils to mathematics tests. Using a multidimensional, non-symmetrical data analysis method, SIA crosses a set of subjects or objects with a set of variables. It effectively complements traditional correlational and psychometric methods. SIA, through its various extensions, is today presented as a broad Artificial Intelligence method aimed at extracting trends and possible causalities in the form of rules, from a set of variables. It is based on the unlikeliness of the existence of these relationships, i.e. on the relative weakness of their counter-examples compared to what chance alone would produce. It establishes a dual topological relationship between the set of subjects and the set of variables. Many applications of this approach, driving forces or crucibles for the development of SIA, have concerned and still concern various fields such as didactics, evaluation and assessment, psychology, sociology, medicine, biology, economics, art history, and others"--
Carrier Form: xxi, 236 pages : illustrations ; 25 cm
Bibliography: Includes bibliographical references (pages 216-229) and index.
ISBN: 9781032515427
1032515422
9781032603735
1032603739
Index Number: QA278
CLC: O212.4
Call Number: O212.4/G767