LIBROS DEL AUTOR: michel denuit

3 resultados para LIBROS DEL AUTOR: michel denuit

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  • Effective Statistical Learning Methods for Actuaries II
    Donatien Hainaut / Julien Trufin / Michel Denuit
    This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.The exposition alte...
    Disponible

    68,46 €

  • Effective Statistical Learning Methods for Actuaries III
    Donatien Hainaut / Julien Trufin / Michel Denuit
    This book reviews some of the most recent developments in neural networks, with a focus on applications in actuarial sciences and finance. It simultaneously introduces the relevant tools for developing and analyzing neural networks, in a style that is mathematically rigorous yet accessible.Artificial intelligence and neural networks offer a powerful alternative to statistical m...
    Disponible

    68,56 €

  • Effective Statistical Learning Methods for Actuaries I
    Donatien Hainaut / Julien Trufin / Michel Denuit
    This book summarizes the state of the art in generalized linear models (GLMs) and their various extensions: GAMs, mixed models and credibility, and some nonlinear variants (GNMs). In order to deal with tail events, analytical tools from Extreme Value Theory are presented. Going beyond mean modeling, it considers volatility modeling (double GLMs) and the general modeling of loca...
    Disponible

    69,20 €