Peter Bühlmann

Cited by

	All	Since 2018
Citations	43063	21201
h-index	80	58
i10-index	171	141

6000

3000

1500

4500

2002200320042005200620072008200920102011201220132014201520162017201820192020202120222023138 177 197 276 460 534 779 989 1182 1398 1744 2129 2439 2662 3067 3069 3403 3557 4053 4676 5013 489

Public access

View all

61 articles

2 articles

available

not available

Based on funding mandates

Co-authors

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
Lukas MeierETH ZürichVerified email at stat.math.ethz.ch
Marloes MaathuisETH ZurichVerified email at stat.math.ethz.ch
Wilhelm GruissemETH ZurichVerified email at ethz.ch
Jonas PetersProfessor of Statistics, University of CopenhagenVerified email at math.ku.dk
Daniel StekhovenNEXUS, ETH Zurich, SwitzerlandVerified email at nexus.ethz.ch
Lars HennigProfessor in Genetics, Swedish Agricultural University, UppsalaVerified email at slu.se
Marcel DettlingZurich University of Applied SciencesVerified email at zhaw.ch
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
Thomas KneibChair of Statistics, Georg-August-University GöttingenVerified email at uni-goettingen.de
Martin MächlerAdjunct Professor, ETH ZurichVerified email at stat.math.ethz.ch
Niklas PfisterAssistant Professor, University of CopenhagenVerified email at math.ku.dk

Peter Bühlmann

Professor of Statistics and Mathematics, ETH Zurich

Verified email at stat.math.ethz.ch

Statistics Machine Learning Causal Inference Computational Biology


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
High-dimensional graphs and variable selection with the lasso N Meinshausen, P Bühlmann	4125	2006
Statistics for high-dimensional data P Bühlmann, S Van De Geer Springerverlag Berlin Heidelberg, 2011	3144*	2011
MissForest—non-parametric missing value imputation for mixed-type data DJ Stekhoven, P Bühlmann Bioinformatics 28 (1), 112-118, 2012	2998	2012
Stability selection N Meinshausen, P Bühlmann Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2010	2628	2010
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	1867	2008
One-step sparse estimates in nonconcave penalized likelihood models H Zou, R Li	1331	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	1161	2006
Boosting algorithms: Regularization, prediction and model fitting P Bühlmann, T Hothorn	1145	2007
On asymptotically optimal confidence regions and tests for high-dimensional models S Van de Geer, P Bühlmann, Y Ritov, R Dezeure	1128	2014
Boosting with the L 2 loss: regression and classification P Bühlmann, B Yu Journal of the American Statistical Association 98 (462), 324-339, 2003	1089	2003
Analyzing bagging P Bühlmann, B Yu Annals of Statistics, 927-961, 2002	989	2002
Analyzing gene expression data in terms of gene sets: methodological issues JJ Goeman, P Bühlmann Bioinformatics 23 (8), 980-987, 2007	925	2007
Estimating high-dimensional directed acyclic graphs with the PC-algorithm. M Kalisch, P Bühlman Journal of Machine Learning Research 8 (3), 2007	886	2007
Survival ensembles T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan Biostatistics 7 (3), 355-373, 2006	810	2006
On the conditions used to prove oracle results for the lasso SA Van De Geer, P Bühlmann	769	2009
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	652	2016
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	628	2012
Variable length Markov chains P Bühlmann, AJ Wyner The Annals of Statistics 27 (2), 480-513, 1999	541	1999
Boosting for tumor classification with gene expression data M Dettling, P Bühlmann Bioinformatics 19 (9), 1061-1069, 2003	516	2003
Boosting for high-dimensional linear models P Buehlmann	512	2006

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors