Extension de l’Analyse Statistique Implicative au cas d’un espace continu de sujets

Abstract : The classical Statistical Implicative Analysis (SIA) allows extracting various rules and meta-rules between variables from a discrete and finite population. We present in this paper an extension of this method to a continuous population on which a probability distribution has been defined. We obtain some measures of quality for the rules extracted from boolean variables coming from such a population. We illustrate this new extension of SIA by several examples. We show that the restriction of this extension to the classical situation is valid
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https://hal.inria.fr/hal-01617871
Contributor : Jean-Claude Regnier <>
Submitted on : Tuesday, October 17, 2017 - 11:13:39 AM
Last modification on : Thursday, June 6, 2019 - 2:46:38 PM

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  • HAL Id : hal-01617871, version 1

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Régis Gras, Jean-Claude Regnier. Extension de l’Analyse Statistique Implicative au cas d’un espace continu de sujets . Régis Gras, Jean-Claude Régnier, Dominique Lahanier-Reuter, Claudia Marinica, Fabrice Guillet. L'analyse statistique implicative. Des Sciences dures aux Sciences Humaines et Sociales, ⟨Cépaduès Editions⟩, pp.147-156, 2017, 978.2.36493.577.8. ⟨hal-01617871⟩

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