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Outils statistiques pour la construction et le choix de modèles en fiabilité des logiciels

Abstract : This work is mainly concerned with the use of statistical tools for the assessment of software reliability. It provides statistical techniques for the construction and the validation of models taking into account the specific properties of each software. For this, we mainly use Generalized Linear Models (parametric and non-parametric) and Bayesian methods. The final part studies the mathematical problems of validation and choice of Software Reliability models. The predictive-sequential approach is shown to give a simple way of testing the fit of Poisson process models. The obtained predictive-sequential test seems to be usable for many Software Reliability models.
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https://tel.archives-ouvertes.fr/tel-00004988
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Submitted on : Monday, February 23, 2004 - 2:29:23 PM
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Mhamed-Ali El-Aroui. Outils statistiques pour la construction et le choix de modèles en fiabilité des logiciels. Modélisation et simulation. Université Joseph-Fourier - Grenoble I, 1996. Français. ⟨tel-00004988⟩

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