Peter Bühlmann
Peter Bühlmann
Professor of Statistics and Mathematics, ETH Zurich
Verified email at stat.math.ethz.ch
TitleCited byYear
High-dimensional graphs and variable selection with the lasso
N Meinshausen, P Bühlmann
The annals of statistics 34 (3), 1436-1462, 2006
29572006
Statistics for high-dimensional data
P Bühlmann, S Van De Geer
Springerverlag Berlin Heidelberg, 2011
2001*2011
Stability selection
N Meinshausen, P Bühlmann
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2010
17542010
Sure independence screening for ultrahigh dimensional feature space
J Fan, J Lv
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2008
16732008
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
13372008
One-step sparse estimates in nonconcave penalized likelihood models
H Zou, R Li
Annals of statistics 36 (4), 1509, 2008
9962008
A systematic comparison and evaluation of biclustering methods for gene expression data
A Prelić, S Bleuler, P Zimmermann, A Wille, P Bühlmann, W Gruissem, ...
Bioinformatics 22 (9), 1122-1129, 2006
9532006
MissForest—non-parametric missing value imputation for mixed-type data
DJ Stekhoven, P Bühlmann
Bioinformatics 28 (1), 112-118, 2011
9012011
Boosting with the L 2 loss: regression and classification
P Bühlmann, B Yu
Journal of the American Statistical Association 98 (462), 324-339, 2003
8362003
Boosting algorithms: Regularization, prediction and model fitting
P Bühlmann, T Hothorn
Statistical Science 22 (4), 477-505, 2007
7872007
Analyzing gene expression data in terms of gene sets: methodological issues
JJ Goeman, P Bühlmann
Bioinformatics 23 (8), 980-987, 2007
7392007
Analyzing bagging
P Bühlmann, B Yu
Annals of Statistics, 927-961, 2002
7022002
On asymptotically optimal confidence regions and tests for high-dimensional models
S Van de Geer, P Bühlmann, Y Ritov, R Dezeure
The Annals of Statistics 42 (3), 1166-1202, 2014
6082014
Estimating high-dimensional directed acyclic graphs with the PC-algorithm
M Kalisch, P Bühlmann
Journal of Machine Learning Research 8 (Mar), 613-636, 2007
5622007
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
5522009
Survival ensembles
T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan
Biostatistics 7 (3), 355-373, 2005
5002005
Boosting for tumor classification with gene expression data
M Dettling, P Bühlmann
Bioinformatics 19 (9), 1061-1069, 2003
4572003
Variable length Markov chains
P Bühlmann, AJ Wyner
The Annals of Statistics 27 (2), 480-513, 1999
4461999
Sieve bootstrap for time series
P Bühlmann
Bernoulli 3 (2), 123-148, 1997
4361997
Boosting for high-dimensional linear models
P Buehlmann
The Annals of Statistics 34 (2), 559-583, 2006
4022006
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Articles 1–20