Peter Bühlmann

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High-dimensional Statistics: HS21

Bühlmann, P. and van de Geer, S. (2011). Statistics for High-Dimensional Data: Methods, Theory and Applications. Springer.

Uncertainty quantification and desparsified/debiased Lasso

Sample questions for exam

Lecture 1

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Lecture 2

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Lecture 3

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Lecture 5

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Lecture 6

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Lecture 7

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Lecture 11