Peter Bühlmann

Citované v

	Všetky	Od 2020
Citácie	53905	25104
h-index	85	60
i10-index	193	158

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Verejný prístup

všetky položky

81 článkov

2 články

dostupné

nedostupné

Na základe mandátov na financovanie

Spoluautori

Nicolai MeinshausenProfessor of Statistics, ETH ZurichOverená e-mailová adresa na: stat.math.ethz.ch
Sara van de GeerProfessor Mathematics, ETH ZurichOverená e-mailová adresa na: stat.math.ethz.ch
Markus KalischETH ZürichOverená e-mailová adresa na: stat.math.ethz.ch
Torsten HothornOverená e-mailová adresa na: R-project.org
Bin YUProfessor of Statistics and EECS, UC BerkeleyOverená e-mailová adresa na: stat.berkeley.edu
Jonas PetersProfessor of Statistics, ETH ZurichOverená e-mailová adresa na: stat.math.ethz.ch
Lukas MeierETH ZürichOverená e-mailová adresa na: stat.math.ethz.ch
Wilhelm GruissemETH ZurichOverená e-mailová adresa na: ethz.ch
Lars HennigProfessor in Genetics, Swedish Agricultural University, UppsalaOverená e-mailová adresa na: slu.se
Marcel DettlingZurich University of Applied SciencesOverená e-mailová adresa na: zhaw.ch
Philip ZimmermannVP Business Development EuropeOverená e-mailová adresa na: nebion.com
Stefan BleulerNebion AGOverená e-mailová adresa na: bleuler.com
Eckart ZitzlerHead of Research, Lucerne University of Applied Sciences and ArtsOverená e-mailová adresa na: eckartzitzler.com
Mark van der LaanJiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California BerkeleyOverená e-mailová adresa na: berkeley.edu
Thomas KneibChair of Statistics, Georg-August-University GöttingenOverená e-mailová adresa na: uni-goettingen.de
Lothar ThieleProfessor of Computer Engineering, ETH ZurichOverená e-mailová adresa na: ethz.ch
Martin MächlerAdjunct Professor, ETH ZurichOverená e-mailová adresa na: stat.math.ethz.ch
Niklas PfisterAssociate Professor, University of CopenhagenOverená e-mailová adresa na: math.ku.dk
Dominik RothenhäuslerStanford UniversityOverená e-mailová adresa na: stanford.edu
Ya'acov RitovUniversity of MichiganOverená e-mailová adresa na: umich.edu

Sledovať

Peter Bühlmann

Professor of Statistics and Mathematics, ETH Zurich

Overená e-mailová adresa na: stat.math.ethz.ch

Statistics Statistical Machine Learning Causality Causal Inference Computational Biology


Názov Zoradiť podľa citácií Zoradiť podľa roka Zoradiť podľa názvu	Citované v Citované v	Rok
MissForest—non-parametric missing value imputation for mixed-type data DJ Stekhoven, P Bühlmann Bioinformatics 28 (1), 112-118, 2012	5276	2012
High-dimensional graphs and variable selection with the lasso N Meinshausen, P Bühlmann	4757	2006
Statistics for high-dimensional data P Bühlmann, S Van De Geer Springerverlag Berlin Heidelberg, 2011	3773*	2011
Stability selection N Meinshausen, P Bühlmann Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2010	3067	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	2144	2008
One-step sparse estimates in nonconcave penalized likelihood models H Zou, R Li Annals of statistics 36 (4), 1509, 2008	1495	2008
On asymptotically optimal confidence regions and tests for high-dimensional models S Van de Geer, P Bühlmann, Y Ritov, R Dezeure	1455	2014
Boosting algorithms: Regularization, prediction and model fitting P Bühlmann, T Hothorn	1349	2007
Boosting With the L₂ Loss: Regression and Classification P Bühlmann, B Yu Journal of the American Statistical Association 98 (462), 324-339, 2003	1271	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	1227	2006
Analyzing bagging P Bühlmann, B Yu Annals of Statistics, 927-961, 2002	1189	2002
Estimating high-dimensional directed acyclic graphs with the PC-algorithm. M Kalisch, P Bühlman Journal of Machine Learning Research 8 (3), 2007	1151	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	1133	2016
Analyzing gene expression data in terms of gene sets: methodological issues JJ Goeman, P Bühlmann Bioinformatics 23 (8), 980-987, 2007	1008	2007
Survival ensembles T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan Biostatistics 7 (3), 355-373, 2006	1002	2006
On the conditions used to prove oracle results for the lasso SA Van De Geer, P Bühlmann	889	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	801	2012
Sieve bootstrap for time series P Bühlmann	603	1997
Variable length Markov chains P Bühlmann, AJ Wyner The Annals of Statistics 27 (2), 480-513, 1999	592	1999
High-dimensional additive modeling L Meier, S Van de Geer, P Bühlmann	570	2009

Systém momentálne nemôže vykonať operáciu. Skúste to neskôr.

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