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

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Stability selection von Meinshausen, Nicolai, Bühlmann, Peter

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MissForest-non-parametric missing value imputation for mixed-type data von Stekhoven, Daniel J., Bühlmann, Peter

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Boosting Algorithms: Regularization, Prediction and Model Fitting von Bühlmann, Peter, Hothorn, Torsten

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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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Invariance, Causality and Robustness: 2018 Neyman Lecture von Bühlmann, Peter

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HIGH-DIMENSIONAL ADDITIVE MODELING von Meier, Lukas, Van de Geer, Sara, Bühlmann, Peter

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On the pitfalls of Gaussian likelihood scoring for causal discovery von Schultheiss, Christoph, Bühlmann, Peter

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Boosting for tumor classification with gene expression data von Dettling, Marcel, Bühlmann, Peter

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CAM: Causal additive models, high-dimensional order search and penalized regression von Bühlmann, Peter, Peters, Jonas, Ernest, Jan

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Causal inference by using invariant prediction: identification and confidence intervals von Peters, Jonas, Bühlmann, Peter, Meinshausen, Nicolai

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Arabidopsis GERANYLGERANYL DIPHOSPHATE SYNTHASE 11 is a hub isozyme required for the production of most photosynthesis‐related isoprenoids von Ruiz‐Sola, M. Águila, Coman, Diana, Beck, Gilles, Barja, M. Victoria, Colinas, Maite, Graf, Alexander, Welsch, Ralf, Rütimann, Philipp, Bühlmann, Peter, Bigler, Laurent, Gruissem, Wilhelm, Rodríguez‐Concepción, Manuel, Vranová, Eva

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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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Toward causality and improving external validity von Bühlmann, Peter

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Invariance, Causality and Robustness von Bühlmann, Peter

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Boosting for High-Dimensional Linear Models von Buhlmann, Peter

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Selection of Carbonic Anhydrase IX Inhibitors from One Million DNA-Encoded Compounds von Buller, Fabian, Steiner, Martina, Frey, Katharina, Mircsof, Dennis, Scheuermann, Jörg, Kalisch, Markus, Bühlmann, Peter, Supuran, Claudiu T, Neri, Dario

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A systematic comparison and evaluation of biclustering methods for gene expression data von Prelić, Amela, Bleuler, Stefan, Zimmermann, Philip, Wille, Anja, Bühlmann, Peter, Gruissem, Wilhelm, Hennig, Lars, Thiele, Lothar, Zitzler, Eckart

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A multi-marker association method for genome-wide association studies without the need for population structure correction von Klasen, Jonas R., Barbez, Elke, Meier, Lukas, Meinshausen, Nicolai, Bühlmann, Peter, Koornneef, Maarten, Busch, Wolfgang, Schneeberger, Korbinian

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Invariant Causal Prediction for Sequential Data von Pfister, Niklas, Bühlmann, Peter, Peters, Jonas

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