Sara van de Geer
Sara van de Geer
Professor Mathematics, ETH Zurich
Adresse e-mail validée de stat.math.ethz.ch
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Statistics for high-dimensional data: methods, theory and applications
P Bühlmann, S Van De Geer
Springer Science & Business Media, 2011
25372011
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
16112008
Empirical Processes in M-estimation
SA Geer, S van de Geer
Cambridge university press, 2000
11492000
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
11282004
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
8162014
High-dimensional generalized linear models and the lasso
SA Van de Geer
Annals of Statistics 36 (2), 614-645, 2008
6972008
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
6682009
Local Rademacher complexities and oracle inequalities in risk minimization
V Koltchinskii
Annals of Statistics 34 (6), 2593-2656, 2006
4432006
High-dimensional additive modeling
L Meier, S Van de Geer, P Bühlmann
The Annals of Statistics 37 (6B), 3779-3821, 2009
4302009
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
4061985
Locally adaptive regression splines
E Mammen, S van de Geer
Annals of Statistics 25 (1), 387-413, 1997
3541997
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
3022011
1-penalization for mixture regression models
N Städler, P Bühlmann, S Van De Geer
Test 19 (2), 209-256, 2010
2852010
Taking advantage of sparsity in multi-task learning
K Lounici, M Pontil, AB Tsybakov, S Van De Geer
arXiv preprint arXiv:0903.1468, 2009
2642009
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
2282006
Applications of empirical process theory
SA Van de Geer
Cambridge University Press, 2000
2142000
Hellinger-consistency of certain nonparametric maximum likelihood estimators
S Van de Geer
The Annals of Statistics, 14-44, 1993
2071993
Estimating a regression function
S Van de Geer
The Annals of Statistics, 907-924, 1990
1931990
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
1722013
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