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Peter Bühlmann
Peter Bühlmann
Professor of Statistics and Mathematics, ETH Zurich
Verified email at stat.math.ethz.ch
Title
Cited by
Cited by
Year
High-dimensional graphs and variable selection with the lasso
N Meinshausen, P Bühlmann
45082006
MissForest—non-parametric missing value imputation for mixed-type data
DJ Stekhoven, P Bühlmann
Bioinformatics 28 (1), 112-118, 2012
43782012
Statistics for high-dimensional data
P Bühlmann, S Van De Geer
Springerverlag Berlin Heidelberg, 2011
3567*2011
Stability selection
N Meinshausen, P Bühlmann
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2010
28962010
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
20642008
One-step sparse estimates in nonconcave penalized likelihood models
H Zou, R Li
Annals of statistics 36 (4), 1509, 2008
14552008
On asymptotically optimal confidence regions and tests for high-dimensional models
S Van de Geer, P Bühlmann, Y Ritov, R Dezeure
13242014
Boosting algorithms: Regularization, prediction and model fitting
P Bühlmann, T Hothorn
12922007
A systematic comparison and evaluation of biclustering methods for gene expression data
A Preliæ, S Bleuler, P Zimmermann, A Wille, P Bühlmann, W Gruissem, ...
Bioinformatics 22 (9), 1122-1129, 2006
12112006
Boosting With the L2 Loss: Regression and Classification
P Bühlmann, B Yu
Journal of the American Statistical Association 98 (462), 324-339, 2003
12052003
Analyzing bagging
P Bühlmann, B Yu
Annals of Statistics, 927-961, 2002
11142002
Estimating high-dimensional directed acyclic graphs with the PC-algorithm.
M Kalisch, P Bühlman
Journal of Machine Learning Research 8 (3), 2007
10462007
Analyzing gene expression data in terms of gene sets: methodological issues
JJ Goeman, P Bühlmann
Bioinformatics 23 (8), 980-987, 2007
9872007
Causal inference by using invariant prediction: identification and confidence intervals
J Peters, P Bühlmann, N Meinshausen
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2016
9612016
Survival ensembles
T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan
Biostatistics 7 (3), 355-373, 2006
9422006
On the conditions used to prove oracle results for the lasso
SA Van De Geer, P Bühlmann
8542009
Causal inference using graphical models with the R package pcalg
M Kalisch, M Mächler, D Colombo, MH Maathuis, P Bühlmann
Journal of statistical software 47, 1-26, 2012
7372012
Sieve bootstrap for time series
P Bühlmann
Bernoulli, 123-148, 1997
5871997
Variable length Markov chains
P Bühlmann, AJ Wyner
The Annals of Statistics 27 (2), 480-513, 1999
5701999
High-dimensional additive modeling
L Meier, S Van de Geer, P Bühlmann
5482009
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