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Bücher von Sara van de Geer

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  • - Ecole d'Ete de Probabilites de Saint-Flour XLV - 2015
    von Sara van de Geer
    54,00 €

    Taking the Lasso method as its starting point, this book describes the main ingredients needed to study general loss functions and sparsity-inducing regularizers. Examples include the Lasso and group Lasso methods, and the least squares method with other norm-penalties, such as the nuclear norm.

  • - Methods, Theory and Applications
    von Peter Buhlmann & Sara van de Geer
    96,00 - 128,00 €

    This valuable compendium of statistical methods features a unique combination of methodology, theory, algorithms and applications. It covers recently developed approaches to handling large and complex data sets, including the Lasso and boosting methods.

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