Statistics for High-Dimensional Data: Methods, Theory and Applications von Bühlmann, Peter, Geer, Sara van de

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group lasso for logistic regression von Meier, Lukas, van de Geer, Sara, Bühlmann, Peter

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High-Dimensional Generalized Linear Models and the Lasso von van de Geer, Sara A.

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On the conditions used to prove oracle results for the Lasso von van de Geer, Sara A., Bühlmann, Peter

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ON ASYMPTOTICALLY OPTIMAL CONFIDENCE REGIONS AND TESTS FOR HIGH-DIMENSIONAL MODELS von van de Geer, Sara, Bühlmann, Peter, Ritov, Ya'acov, Dezeure, Ruben

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Estimation and Testing Under Sparsity: École d'Été de Probabilités de Saint-Flour XLV - 2015 von van de Geer, Sara

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Testing against a high dimensional alternative von Goeman, Jelle J., Van De Geer, Sara A., Van Houwelingen, Hans C.

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A global test for groups of genes: testing association with a clinical outcome von Goeman, Jelle J., van de Geer, Sara A., de Kort, Floor, van Houwelingen, Hans C.

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ORACLE INEQUALITIES AND OPTIMAL INFERENCE UNDER GROUP SPARSITY von Lounici, Karim, Pontil, Massimiliano, van de Geer, Sara, Tsybakov, Alexandre B.

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Confidence intervals for high-dimensional inverse covariance estimation von Janková, Jana, van de Geer, Sara

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Asymptotic Confidence Regions for High-Dimensional Structured Sparsity von Stucky, Benjamin, van de Geer, Sara

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The Bernstein–Orlicz norm and deviation inequalities von van de Geer, Sara, Lederer, Johannes

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Regularization in statistics von Bickel, Peter J., Li, Bo, Tsybakov, Alexandre B., van de Geer, Sara A., Yu, Bin, Valdés, Teófilo, Rivero, Carlos, Fan, Jianqing, van der Vaart, Aad

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High-dimensional generalized linear models and the lasso von van de Geer, Sara A.

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The Smooth-Lasso and other ℓ1+ℓ2-penalized methods von Hebiri, Mohamed, van de Geer, Sara

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The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso) von van de Geer, Sara, Bühlmann, Peter, Zhou, Shuheng

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Nemirovski's Inequalities Revisited von Dümbgen, Lutz, van de Geer, Sara A., Veraar, Mark C., Wellner, Jon A.

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ℓ0-PENALIZED MAXIMUM LIKELIHOOD FOR SPARSE DIRECTED ACYCLIC GRAPHS von van de Geer, Sara, Bühlmann, Peter

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ROBUST LOW-RANK MATRIX ESTIMATION von Elsener, Andreas, van de Geer, Sara

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PREDICTION BOUNDS FOR HIGHER ORDER TOTAL VARIATION REGULARIZED LEAST SQUARES von Ortelli, Francesco, van de Geer, Sara

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