Titlebook: Statistical Analysis for High-Dimensional Data; The Abel Symposium 2 Arnoldo Frigessi,Peter Bühlmann,Marina Vannucci Conference proceedings

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Bayesian Penalty Mixing: The Case of a Non-separable Penalty,o longer separable. By tying the coordinates together, the hope is to gain adaptivity and achieve automatic hyperparameter tuning. Here, we study two examples of fully Bayes penalties: the fully Bayes LASSO and the fully Bayes Spike-and-Slab LASSO of Ročková and George (The Spike-and-Slab LASSO, Sub

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Abel Symposiahttp://image.papertrans.cn/s/image/876323.jpg

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Arnoldo Frigessi,Peter Bühlmann,Marina VannucciBroad spectrum of problems.Cutting edge research.Includes supplementary material:

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978-3-319-80073-8Springer International Publishing Switzerland 2016

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Statistical Analysis for High-Dimensional Data978-3-319-27099-9Series ISSN 2193-2808 Series E-ISSN 2197-8549

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0302-9743 works, IWAN 200, held in Tokyo, Japan in October 2000. The 30 revised full papers presented were carefully reviewed and selected from numerous submissions. The book offers topical sections on architecture, multicast, quality of service (QoS), applications, management, service architecture, and mobil

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