Sara van de Geer
Sara van de Geer
Professor Mathematics, ETH Zurich
Verified email at stat.math.ethz.ch
Title
Cited by
Cited by
Year
Statistics for high-dimensional data: methods, theory and applications
P Bühlmann, S Van De Geer
Springer Science & Business Media, 2011
25582011
The group lasso for logistic regression
L Meier, S Van De Geer, P Bühlmann
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2008
16242008
Empirical Processes in M-estimation
SA Geer, S van de Geer
Cambridge university press, 2000
11632000
A global test for groups of genes: testing association with a clinical outcome
JJ Goeman, SA Van De Geer, F De Kort, HC Van Houwelingen
Bioinformatics 20 (1), 93-99, 2004
11372004
On asymptotically optimal confidence regions and tests for high-dimensional models
S Van de Geer, P Bühlmann, Y Ritov, R Dezeure
Annals of Statistics 42 (3), 1166-1202, 2014
8252014
High-dimensional generalized linear models and the lasso
SA Van de Geer
Annals of Statistics 36 (2), 614-645, 2008
7002008
On the conditions used to prove oracle results for the lasso
SA Van De Geer, P Bühlmann
Electronic Journal of Statistics 3, 1360-1392, 2009
6712009
Local Rademacher complexities and oracle inequalities in risk minimization
V Koltchinskii
Annals of Statistics 34 (6), 2593-2656, 2006
4462006
High-dimensional additive modeling
L Meier, S Van de Geer, P Bühlmann
The Annals of Statistics 37 (6B), 3779-3821, 2009
4372009
The relativity of utility: Evidence from panel data
H Van de Stadt, A Kapteyn, S Van de Geer
The review of Economics and Statistics, 179-187, 1985
4091985
Locally adaptive regression splines
E Mammen, S van de Geer
Annals of Statistics 25 (1), 387-413, 1997
3551997
Oracle inequalities and optimal inference under group sparsity
K Lounici, M Pontil, S Van De Geer, AB Tsybakov
Annals of statistics 39 (4), 2164-2204, 2011
3092011
1-penalization for mixture regression models
N Städler, P Bühlmann, S Van De Geer
Test 19 (2), 209-256, 2010
2862010
Taking advantage of sparsity in multi-task learning
K Lounici, M Pontil, AB Tsybakov, S Van De Geer
arXiv preprint arXiv:0903.1468, 2009
2652009
Regularization in statistics
PJ Bickel, B Li, AB Tsybakov, SA van de Geer, B Yu, T Valdés, C Rivero, ...
Test 15 (2), 271-344, 2006
2452006
Testing against a high dimensional alternative
JJ Goeman, SA Van De Geer, HC Van Houwelingen
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2006
2272006
Applications of empirical process theory
SA Van de Geer
Cambridge University Press, 2000
2152000
Hellinger-consistency of certain nonparametric maximum likelihood estimators
S Van de Geer
The Annals of Statistics, 14-44, 1993
2081993
Estimating a regression function
S Van de Geer
The Annals of Statistics, 907-924, 1990
1961990
Correlated variables in regression: clustering and sparse estimation
P Bühlmann, P Rütimann, S van de Geer, CH Zhang
Journal of Statistical Planning and Inference 143 (11), 1835-1858, 2013
1752013
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Articles 1–20