Peter Bühlmann

引用次数

	总计	2019 年至今
引用	52715	27325
h 指数	86	62
i10 指数	190	157

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合著作者

Sara van de GeerProfessor Mathematics, ETH Zurich在 stat.math.ethz.ch 的电子邮件经过验证
Nicolai MeinshausenProfessor of Statistics, ETH Zurich在 stat.math.ethz.ch 的电子邮件经过验证
Markus KalischETH Zürich在 stat.math.ethz.ch 的电子邮件经过验证
Torsten Hothorn在 R-project.org 的电子邮件经过验证
Bin YUProfessor of Statistics and EECS, UC Berkeley在 stat.berkeley.edu 的电子邮件经过验证
Jonas PetersProfessor of Statistics, ETH Zurich在 stat.math.ethz.ch 的电子邮件经过验证
Lukas MeierETH Zürich在 stat.math.ethz.ch 的电子邮件经过验证
Wilhelm GruissemETH Zurich在 ethz.ch 的电子邮件经过验证
Lars HennigProfessor in Genetics, Swedish Agricultural University, Uppsala在 slu.se 的电子邮件经过验证
Marcel DettlingZurich University of Applied Sciences在 zhaw.ch 的电子邮件经过验证
Philip ZimmermannVP Business Development Europe在 nebion.com 的电子邮件经过验证
Stefan BleulerNebion AG在 bleuler.com 的电子邮件经过验证
Eckart ZitzlerHead of Research, Lucerne University of Applied Sciences and Arts在 eckartzitzler.com 的电子邮件经过验证
Thomas KneibChair of Statistics, Georg-August-University Göttingen在 uni-goettingen.de 的电子邮件经过验证
Lothar ThieleProfessor of Computer Engineering, ETH Zurich在 ethz.ch 的电子邮件经过验证
Mark van der LaanJiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California Berkeley在 berkeley.edu 的电子邮件经过验证
Martin MächlerAdjunct Professor, ETH Zurich在 stat.math.ethz.ch 的电子邮件经过验证
Niklas PfisterAssociate Professor, University of Copenhagen在 math.ku.dk 的电子邮件经过验证
Dominik RothenhäuslerStanford University在 stanford.edu 的电子邮件经过验证
Ya'acov RitovUniversity of Michigan在 umich.edu 的电子邮件经过验证

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Peter Bühlmann

Professor of Statistics and Mathematics, ETH Zurich

在 stat.math.ethz.ch 的电子邮件经过验证

Statistics Statistical Machine Learning Causality Causal Inference Computational Biology


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
MissForest—non-parametric missing value imputation for mixed-type data DJ Stekhoven, P Bühlmann Bioinformatics 28 (1), 112-118, 2012	4964	2012
High-dimensional graphs and variable selection with the lasso N Meinshausen, P Bühlmann	4628	2006
Statistics for high-dimensional data P Bühlmann, S Van De Geer Springerverlag Berlin Heidelberg, 2011	3710*	2011
Stability selection N Meinshausen, P Bühlmann Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2010	3026	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	2131	2008
One-step sparse estimates in nonconcave penalized likelihood models H Zou, R Li Annals of statistics 36 (4), 1509, 2008	1484	2008
On asymptotically optimal confidence regions and tests for high-dimensional models S Van de Geer, P Bühlmann, Y Ritov, R Dezeure	1415	2014
Boosting algorithms: Regularization, prediction and model fitting P Bühlmann, T Hothorn	1340	2007
Boosting With the L₂ Loss: Regression and Classification P Bühlmann, B Yu Journal of the American Statistical Association 98 (462), 324-339, 2003	1235	2003
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	1230	2006
Analyzing bagging P Bühlmann, B Yu Annals of Statistics, 927-961, 2002	1163	2002
Estimating high-dimensional directed acyclic graphs with the PC-algorithm. M Kalisch, P Bühlman Journal of Machine Learning Research 8 (3), 2007	1115	2007
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	1080	2016
Analyzing gene expression data in terms of gene sets: methodological issues JJ Goeman, P Bühlmann Bioinformatics 23 (8), 980-987, 2007	1003	2007
Survival ensembles T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan Biostatistics 7 (3), 355-373, 2006	991	2006
On the conditions used to prove oracle results for the Lasso SA Van De Geer, P Bühlmann	875	2009
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	782	2012
Sieve bootstrap for time series P Bühlmann	597	1997
Variable length Markov chains P Bühlmann, AJ Wyner The Annals of Statistics 27 (2), 480-513, 1999	589	1999
High-dimensional additive modeling L Meier, S Van de Geer, P Bühlmann	561	2009

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