4. Mathematics
  5. Statistics Theory

Peter Bühlmann

Mathematics – Statistics Theory

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Adaptive Lasso for High Dimensional Regression and Gaussian Graphical Modeling

Mathematics – Statistics Theory
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Asymptotic optimality of the Westfall--Young permutation procedure for multiple testing under dependence

Mathematics – Statistics Theory
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Boosting Algorithms: Regularization, Prediction and Model Fitting

Statistics – Methodology
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Boosting for high-dimensional linear models

Mathematics – Statistics Theory
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Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs

Statistics – Methodology
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