Peter Bühlmann

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Sara van de GeerProfessor Mathematics, ETH ZurichVerified email at stat.math.ethz.ch
Nicolai MeinshausenProfessor of Statistics, ETH ZurichVerified email at stat.math.ethz.ch
Markus KalischETH ZürichVerified email at stat.math.ethz.ch
Torsten HothornVerified email at R-project.org
Bin YUProfessor of Statistics and EECS, UC BerkeleyVerified email at stat.berkeley.edu
Wilhelm GruissemETH ZurichVerified email at ethz.ch
Marloes MaathuisETH ZurichVerified email at stat.math.ethz.ch
Lukas MeierETH ZürichVerified email at stat.math.ethz.ch
Lars HennigProfessor in Genetics, Swedish Agricultural University, UppsalaVerified email at slu.se
Marcel DettlingZurich University of Applied SciencesVerified email at zhaw.ch
Daniel StekhovenNEXUS, ETH Zurich, SwitzerlandVerified email at nexus.ethz.ch
Jonas PetersProfessor of Statistics, University of CopenhagenVerified email at math.ku.dk
Philip ZimmermannCEO, Nebion AGVerified email at nebion.com
Stefan BleulerNebion AGVerified email at bleuler.com
Eckart ZitzlerHead of Research, Lucerne University of Applied Sciences and ArtsVerified email at eckartzitzler.com
Lothar ThieleProfessor of Computer Engineering, ETH ZurichVerified email at ethz.ch
Mark van der LaanJiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California BerkeleyVerified email at berkeley.edu
Hans R. KuenschSeminar fur Statistik, Department of Mathematics, ETH ZurichVerified email at stat.math.ethz.ch
Thomas KneibChair of Statistics, Georg-August-University GöttingenVerified email at uni-goettingen.de
Martin MächlerAdjunct Professor, ETH ZurichVerified email at stat.math.ethz.ch

Peter Bühlmann

Professor of Statistics and Mathematics, ETH Zurich

Verified email at stat.math.ethz.ch

Statistics Machine Learning Causal Inference Computational Biology


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High-dimensional graphs and variable selection with the lasso N Meinshausen, P Bühlmann Annals of statistics 34 (3), 1436-1462, 2006	3520	2006
Statistics for high-dimensional data P Bühlmann, S Van De Geer Springerverlag Berlin Heidelberg, 2011	2543*	2011
Stability selection N Meinshausen, P Bühlmann Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2010	2190	2010
Sure independence screening for ultrahigh dimensional feature space J Fan, J Lv Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2008	2107	2008
MissForest—non-parametric missing value imputation for mixed-type data DJ Stekhoven, P Bühlmann Bioinformatics 28 (1), 112-118, 2012	1635	2012
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	1613	2008
One-step sparse estimates in nonconcave penalized likelihood models H Zou, R Li Annals of statistics 36 (4), 1509, 2008	1154	2008
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	1066	2006
Boosting with the L 2 loss: regression and classification P Bühlmann, B Yu Journal of the American Statistical Association 98 (462), 324-339, 2003	955	2003
Boosting algorithms: Regularization, prediction and model fitting P Bühlmann, T Hothorn Statistical science 22 (4), 477-505, 2007	951	2007
Analyzing gene expression data in terms of gene sets: methodological issues JJ Goeman, P Bühlmann Bioinformatics 23 (8), 980-987, 2007	850	2007
Analyzing bagging P Bühlmann, B Yu Annals of Statistics, 927-961, 2002	835	2002
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	819	2014
Estimating high-dimensional directed acyclic graphs with the PC-algorithm. M Kalisch, P Bühlman Journal of Machine Learning Research 8 (3), 2007	709	2007
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	667	2009
Survival ensembles T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan Biostatistics 7 (3), 355-373, 2006	650	2006
Boosting for tumor classification with gene expression data M Dettling, P Bühlmann Bioinformatics 19 (9), 1061-1069, 2003	490	2003
Sieve bootstrap for time series P Bühlmann Bernoulli 3 (2), 123-148, 1997	488	1997
Variable length Markov chains P Bühlmann, AJ Wyner The Annals of Statistics 27 (2), 480-513, 1999	486	1999
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 (11), 1-26, 2012	449	2012

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