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Böcker av Sara van de Geer

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  • - Ecole d'Ete de Probabilites de Saint-Flour XLV - 2015
    av Sara van de Geer
    796,-

    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
    av Peter Buhlmann & Sara van de Geer
    1 260 - 1 586,-

    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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