Sara A. van de Geer

A global test for groups of genes: testing association with a clinical outcome

Jelle J. Goeman, Sara A. van de Geer, Floor de Kort et al. · Bioinformatics · 2003 · 1.1K citations · Full text

On the conditions used to prove oracle results for the Lasso

Sara A. van de Geer, Peter Bühlmann · Electronic Journal of Statistics · 2009 · 708 citations · Full text

Mathematical Programming, Engineering, High-dimensional Method +13

Testing Against a High Dimensional Alternative

Jelle J. Goeman, Sara A. van de Geer, Hans C. van Houwelingen · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2006 · 231 citations

High Dimensional Alternative, Engineering, High-dimensional Method +15

Regularization in statistics

Peter J. Bickel, Bo Li, Alexandre B. Tsybakov et al. · Test · 2006 · 226 citations

Engineering, Statistical Foundation, Data Normalization +4

Taking Advantage of Sparsity in Multi-Task Learning

Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov et al. · 2009 · 151 citations · Full text