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Author ID: buhlmann.peter Recent zbMATH articles by "Bühlmann, Peter"
Published as: Bühlmann, Peter; Bühlmann, P.
Homepage: https://stat.ethz.ch/~buhlmann/
External Links: MGP · ORCID · Wikidata · Google Scholar · dblp · GND · IdRef
all top 5

Co-Authors

24 single-authored
15 Van de Geer, Sara Anna
13 Meinshausen, Nicolai
8 Peters, Jonas
7 Hothorn, Torsten
7 Kalisch, Markus
7 Meier, Lukas
7 Yu, Bin
6 Zhang, Cun-Hui
5 Rothenhäusler, Dominik
4 Bickel, Peter John
4 Dezeure, Ruben
4 Pfister, Niklas
4 Renaux, Claude
4 Richardson, Sylvia
4 Rütimann, Philipp
4 Shah, Rajen Dinesh
4 Städler, Nicolas
3 Cai, Tony Tony
3 Ćevid, Domagoj
3 Ernest, Jan
3 Hauser, Alain
3 Kovács, Solt
3 Lutz, Roman Werner
3 Maathuis, Marloes H.
3 Mandozzi, Jacopo
3 Munk, Axel
3 Samworth, Richard J.
3 Schultheiss, Christoph
2 Audrino, Francesco
2 Buzdugan, Laura
2 Chen, Yuansi
2 Emmenegger, Corinne
2 Frigessi, Arnoldo
2 Glad, Ingrid K.
2 Guo, Zijian
2 Kent, John T.
2 Kneib, Thomas
2 Künsch, Hans Rudolf
2 Law, Michael
2 Leng, Chenlei
2 Levina, Elizaveta
2 Li, Housen
2 Nowzohour, Christopher
2 Ritov, Ya’acov
2 Schölkopf, Bernhard
2 Uhler, Caroline
2 Van der Laan, Mark Johannes
2 Vannucci, Marina
2 Zhou, Shuheng
2 Zhu, Ji
2 Zou, Hui
1 Adragni, Kofi Placid
1 Aebersold, Ruedi
1 Ahmed, Ismaïl
1 Anagnostopoulos, Christoforos
1 Ango Nze, Patrick
1 Bareinboim, Elias
1 Baxter, Paul D.
1 Bhattacharya, Debopam
1 Bottolo, Leonardo
1 Bourguignon, Jean-Pierre
1 Brown, Phil
1 Chen, Shizhe
1 Cook, Ralph Dennis
1 Crudu, Federico
1 Dahinden, Corinne
1 Davison, Andrew J.
1 Dawid, Philip
1 Dettling, Marcel
1 Didelez, Vanessa
1 Ding, Peng
1 Doukhan, Paul
1 Draper, David
1 Drineas, Petros
1 Dudoit, Sandrine
1 Esteban, Maria J.
1 Fan, Jianqing
1 Fang, Zhou
1 Feller, Avi
1 Fellinghauer, Bernd
1 Fine, Jason Peter
1 Foster, Adam
1 Gandy, Axel
1 Gather, Ursula
1 Greenshtein, Eitan
1 Griffin, Jim E.
1 Guddat, Charlotte
1 Hall, Peter Gavin
1 Hansen, Niels Richard
1 Hastie, Trevor John
1 Hennig, Christian
1 Hofner, Benjamin
1 Holmes, Christopher C.
1 Hudgens, Michael G.
1 James, Gareth M.
1 Janková, Jana
1 Johnstone, Iain Murray
1 Kasza, Jessica
1 Kirk, Paul D. W.
1 Kook, Lucas
...and 87 more Co-Authors
all top 5

Serials

22 The Annals of Statistics
12 Journal of the Royal Statistical Society. Series B. Statistical Methodology
10 Statistical Science
10 Journal of Machine Learning Research (JMLR)
10 Electronic Journal of Statistics
7 Biometrika
6 Journal of the American Statistical Association
6 Test
4 Scandinavian Journal of Statistics
4 Computational Statistics and Data Analysis
3 Journal of Statistical Planning and Inference
3 Computational Statistics
3 Bernoulli
3 The Annals of Applied Statistics
2 Stochastic Processes and their Applications
2 Oberwolfach Reports
2 Statistics and Computing
1 Annals of the Institute of Statistical Mathematics
1 Biometrical Journal
1 International Statistical Review
1 Journal of Multivariate Analysis
1 Statistics & Probability Letters
1 Journal of Time Series Analysis
1 Statistics
1 International Journal of Approximate Reasoning
1 Journal of Theoretical Probability
1 Neural Computation
1 Elemente der Mathematik
1 Proceedings of the National Academy of Sciences of the United States of America
1 Statistica Sinica
1 European Mathematical Society Newsletter
1 Mathematical Methods of Operations Research
1 Biostatistics
1 Foundations of Computational Mathematics
1 Statistical Applications in Genetics and Molecular Biology
1 Journal of the Korean Statistical Society
1 Abel Symposia
1 Journal of Computational and Graphical Statistics
1 Springer Series in Statistics
1 EMS Surveys in Mathematical Sciences
1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods

Publications by Year

Citations contained in zbMATH Open

111 Publications have been cited 4,734 times in 3,040 Documents Cited by Year
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
707
2006
Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015
Bühlmann, Peter; van de Geer, Sara
564
2011
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
540
2008
On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259
van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben
313
2014
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
258
2008
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
186
2010
On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425
van de Geer, Sara A.; Bühlmann, Peter
184
2009
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
150
2003
High-dimensional additive modeling. Zbl 1360.62186
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
144
2009
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
125
2007
Sieve bootstrap for time series. Zbl 0874.62102
Bühlmann, Peter
125
1997
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
108
2009
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
101
2002
Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229
Kalisch, Markus; Bühlmann, Peter
91
2007
Statistical significance in high-dimensional linear models. Zbl 1273.62173
Bühlmann, Peter
83
2013
\(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
82
2010
Boosting for high-dimensional linear models. Zbl 1095.62077
Bühlmann, Peter
77
2006
Bootstraps for time series. Zbl 1013.62048
Bühlmann, Peter
66
2002
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
61
2015
Variable length Markov chains. Zbl 0983.62048
Bühlmann, Peter; Wyner, Abraham J.
60
1999
Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118
Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter
43
2009
Block length selection in the bootstrap for time series. Zbl 1061.62528
Bühlmann, Peter; Künsch, Hans R.
43
1999
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
42
2006
Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297
Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai
42
2016
Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161
Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara
41
2011
Kernel-based tests for joint independence. Zbl 1381.62105
Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas
39
2018
Blockwise bootstrapped empirical process for stationary sequences. Zbl 0806.62032
Bühlmann, Peter
39
1994
Identifiability of Gaussian structural equation models with equal error variances. Zbl 1285.62005
Peters, Jonas; Bühlmann, Peter
39
2014
High-dimensional simultaneous inference with the bootstrap. Zbl 06833591
Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui
37
2017
The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471
van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng
37
2011
Model-based boosting 2.0. Zbl 1242.68002
Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin
34
2010
\(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037
van de Geer, Sara; Bühlmann, Peter
31
2013
Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1433.68346
Hauser, Alain; Bühlmann, Peter
31
2012
Weak dependence beyond mixing and asymptotics for nonparametric regression. Zbl 1012.62037
Ango Nze, Patrick; Bühlmann, Peter; Doukhan, Paul
30
2002
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
28
2013
A new mixing notion and functional central limit theorems for a sieve bootstrap in time series. Zbl 0954.62102
Bickel, Peter J.; Bühlmann, Peter
27
1999
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
27
2006
Locally adaptive lag-window spectral estimation. Zbl 0854.62087
Bühlmann, Peter
25
1996
Sieve bootstrap for smoothing in nonstationary time series. Zbl 0934.62039
Bühlmann, Peter
24
1998
CAM: causal additive models, high-dimensional order search and penalized regression. Zbl 1309.62063
Bühlmann, Peter; Peters, Jonas; Ernest, Jan
24
2014
Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm. Zbl 1233.62135
Bühlmann, P.; Kalisch, M.; Maathuis, M. H.
24
2010
Moving-average representation of autoregressive approximations. Zbl 0847.60027
Bühlmann, Peter
23
1995
High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. Zbl 1306.65035
Bühlmann, Peter; Mandozzi, Jacopo
23
2014
High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065
Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter
20
2011
Finding predictive gene groups from microarray data. Zbl 1047.62103
Dettling, Marcel; Bühlmann, Peter
19
2004
High-dimensional learning of linear causal networks via inverse covariance estimation. Zbl 1318.68148
Loh, Po-Ling; Bühlmann, Peter
19
2014
Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui
19
2013
An algorithm for nonparametric GARCH modelling. Zbl 1043.68108
Bühlmann, Peter; McNeil, Alexander J.
18
2002
Lower bounds for the number of false null hypotheses for multiple testing of associations under general dependence structures. Zbl 1151.62308
Meinshausen, Nicolai; Bühlmann, Peter
17
2005
Conditional transformation models. Zbl 1411.62100
Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter
17
2014
Low-order conditional independence graphs for inferring genetic networks. Zbl 1166.62374
Wille, Anja; Bühlmann, Peter
15
2006
Tree-structured generalized autoregressive conditional heteroscedastic models. Zbl 0986.62067
Audrino, Francesco; Bühlmann, Peter
15
2001
Missing values: sparse inverse covariance estimation and an extension to sparse regression. Zbl 1322.62115
Städler, Nicolas; Bühlmann, Peter
15
2012
High-dimensional inference in misspecified linear models. Zbl 1327.62420
Bühlmann, Peter; van de Geer, Sara
15
2015
The blockwise bootstrap for general empirical processes of stationary sequences. Zbl 0841.62036
Bühlmann, Peter
14
1995
Goodness-of-fit tests for high dimensional linear models. Zbl 06840459
Shah, Rajen D.; Bühlmann, Peter
14
2018
Stable graphical model estimation with random forests for discrete, continuous, and mixed variables. Zbl 1468.62053
Fellinghauer, Bernd; Bühlmann, Peter; Ryffel, Martin; von Rhein, Michael; Reinhardt, Jan D.
14
2013
Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021
Hauser, Alain; Bühlmann, Peter
13
2015
Invariance, causality and robustness. Zbl 07292527
Bühlmann, Peter
12
2020
Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124
Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter
11
2011
Boosting for high-multivariate responses in high-dimensional linear regression. Zbl 1096.62057
Lutz, Roman Werner; Bühlmann, Peter
11
2006
Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62096
Bühlmann, Peter; Meier, Lukas
10
2008
Anchor regression: heterogeneous data meet causality. Zbl 07555263
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter; Peters, Jonas
10
2021
High dimensional sparse covariance estimation via directed acyclic graphs. Zbl 1326.62124
Rütimann, Philipp; Bühlmann, Peter
10
2009
The blockwise bootstrap for general parameters of a stationary time series. Zbl 0820.62078
Bühlmann, Peter; Künsch, Hans R.
9
1995
Sieve bootstrap with variable-length Markov chains for stationary categorical time series. (With comments and rejoinder). Zbl 1073.62551
Bühlmann, Peter
9
2002
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
9
2015
Statistics for big data: a perspective. Zbl 1489.62407
Bühlmann, Peter; van de Geer, Sara
9
2018
Smoothing \(\ell_1\)-penalized estimators for high-dimensional time-course data. Zbl 1140.62054
Meier, Lukas; Bühlmann, Peter
8
2007
Closure of linear processes. Zbl 0890.60033
Bickel, Peter J.; Bühlmann, Peter
8
1997
Invariant causal prediction for sequential data. Zbl 1428.62415
Pfister, Niklas; Bühlmann, Peter; Peters, Jonas
8
2019
Goodness-of-fit testing in high dimensional generalized linear models. Zbl 07554773
Janková, Jana; Shah, Rajen D.; Bühlmann, Peter; Samworth, Richard J.
8
2020
Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions. Zbl 1420.62309
Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai
7
2019
Splines for financial volatility. Zbl 1250.91103
Audrino, Francesco; Bühlmann, Peter
6
2009
Robustified \(L_2\) boosting. Zbl 1452.62503
Lutz, Roman Werner; Kalisch, Markus; Bühlmann, Peter
6
2008
Most likely transformations. Zbl 1421.62141
Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter
6
2018
Model selection for variable length Markov chains and tuning the context algorithm. Zbl 0997.62060
Bühlmann, Peter
6
2000
What is a linear process? Zbl 0863.62074
Bickel, Peter J.; Bühlmann, Peter
6
1996
Structural intervention distance for evaluating causal graphs. Zbl 1414.05094
Peters, Jonas; Bühlmann, Peter
6
2015
Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110
Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter
5
2014
Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530
Hauser, Alain; Bühlmann, Peter
5
2014
Handbook of big data. Zbl 1416.62002
5
2016
Pattern alternating maximization algorithm for missing data in high-dimensional problems. Zbl 1319.62114
Städler, Nicolas; Stekhoven, Daniel J.; Bühlmann, Peter
4
2014
Causal statistical inference in high dimensions. Zbl 1339.62001
Bühlmann, Peter
4
2013
Group inference in high dimensions with applications to hierarchical testing. Zbl 1493.62424
Guo, Zijian; Renaux, Claude; Bühlmann, Peter; Cai, Tony
4
2021
Hierarchical inference for genome-wide association studies: a view on methodology with software. Zbl 1505.62334
Renaux, Claude; Buzdugan, Laura; Kalisch, Markus; Bühlmann, Peter
4
2020
Spectral deconfounding via perturbed sparse linear models. Zbl 07306913
Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai
4
2020
Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164
Bühlmann, Peter; Hothorn, Torsten
3
2007
Rejoinder to the comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62129
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
3
2010
Discussion: “A significance test for the lasso”. Zbl 1305.62248
Bühlmann, Peter; Meier, Lukas; van de Geer, Sara
3
2014
Distributional equivalence and structure learning for bow-free acyclic path diagrams. Zbl 1384.62209
Nowzohour, Christopher; Maathuis, Marloes H.; Evans, Robin J.; Bühlmann, Peter
3
2017
Score-based causal learning in additive noise models. Zbl 1360.62135
Nowzohour, Christopher; Bühlmann, Peter
3
2016
Seeded binary segmentation: a general methodology for fast and optimal changepoint detection. Zbl 07658484
Kovács, S.; Bühlmann, P.; Li, H.; Munk, A.
3
2023
Marginal integration for nonparametric causal inference. Zbl 1330.62171
Ernest, Jan; Bühlmann, Peter
2
2015
Discussion of big Bayes stories and BayesBag. Zbl 1332.62086
Bühlmann, Peter
2
2014
Decomposition and model selection for large contingency tables. Zbl 1207.62126
Dahinden, Corinne; Kalisch, Markus; Bühlmann, Peter
2
2010
Multicarving for high-dimensional post-selection inference. Zbl 1471.62423
Schultheiss, Christoph; Renaux, Claude; Bühlmann, Peter
2
2021
Robustifying independent component analysis by adjusting for group-wise stationary noise. Zbl 1446.62172
Pfister, Niklas; Weichwald, Sebastian; Bühlmann, Peter; Schölkopf, Bernhard
2
2019
Causal inference in partially linear structural equation models. Zbl 1408.62077
Rothenhäusler, Dominik; Ernest, Jan; Bühlmann, Peter
2
2018
Boosting algorithms: with an application to bootstrapping multivariate time series. Zbl 1119.62049
Bühlmann, Peter; Lutz, Roman W.
1
2006
Seeded binary segmentation: a general methodology for fast and optimal changepoint detection. Zbl 07658484
Kovács, S.; Bühlmann, P.; Li, H.; Munk, A.
3
2023
Doubly debiased Lasso: high-dimensional inference under hidden confounding. Zbl 07547932
Guo, Zijian; Ćevid, Domagoj; Bühlmann, Peter
1
2022
Anchor regression: heterogeneous data meet causality. Zbl 07555263
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter; Peters, Jonas
10
2021
Group inference in high dimensions with applications to hierarchical testing. Zbl 1493.62424
Guo, Zijian; Renaux, Claude; Bühlmann, Peter; Cai, Tony
4
2021
Multicarving for high-dimensional post-selection inference. Zbl 1471.62423
Schultheiss, Christoph; Renaux, Claude; Bühlmann, Peter
2
2021
Domain adaptation under structural causal models. Zbl 07626776
Chen, Yuansi; Bühlmann, Peter
1
2021
Regularizing double machine learning in partially linear endogenous models. Zbl 1498.62086
Emmenegger, Corinne; Bühlmann, Peter
1
2021
Change-point detection for graphical models in the presence of missing values. Zbl 07499916
Londschien, Malte; Kovács, Solt; Bühlmann, Peter
1
2021
Invariance, causality and robustness. Zbl 07292527
Bühlmann, Peter
12
2020
Goodness-of-fit testing in high dimensional generalized linear models. Zbl 07554773
Janková, Jana; Shah, Rajen D.; Bühlmann, Peter; Samworth, Richard J.
8
2020
Hierarchical inference for genome-wide association studies: a view on methodology with software. Zbl 1505.62334
Renaux, Claude; Buzdugan, Laura; Kalisch, Markus; Bühlmann, Peter
4
2020
Spectral deconfounding via perturbed sparse linear models. Zbl 07306913
Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai
4
2020
Deconfounding and causal regularisation for stability and external validity. Zbl 07778692
Bühlmann, Peter; Ćevid, Domagoj
1
2020
A look at robustness and stability of \(\ell_1\)-versus \(\ell_0\)-regularization: discussion of papers by Bertsimas et al. and Hastie et al. Zbl 07307191
Chen, Yuansi; Taeb, Armeen; Bühlmann, Peter
1
2020
Invariant causal prediction for sequential data. Zbl 1428.62415
Pfister, Niklas; Bühlmann, Peter; Peters, Jonas
8
2019
Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions. Zbl 1420.62309
Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai
7
2019
Robustifying independent component analysis by adjusting for group-wise stationary noise. Zbl 1446.62172
Pfister, Niklas; Weichwald, Sebastian; Bühlmann, Peter; Schölkopf, Bernhard
2
2019
Kernel-based tests for joint independence. Zbl 1381.62105
Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas
39
2018
Goodness-of-fit tests for high dimensional linear models. Zbl 06840459
Shah, Rajen D.; Bühlmann, Peter
14
2018
Statistics for big data: a perspective. Zbl 1489.62407
Bühlmann, Peter; van de Geer, Sara
9
2018
Most likely transformations. Zbl 1421.62141
Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter
6
2018
Causal inference in partially linear structural equation models. Zbl 1408.62077
Rothenhäusler, Dominik; Ernest, Jan; Bühlmann, Peter
2
2018
High-dimensional simultaneous inference with the bootstrap. Zbl 06833591
Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui
37
2017
Distributional equivalence and structure learning for bow-free acyclic path diagrams. Zbl 1384.62209
Nowzohour, Christopher; Maathuis, Marloes H.; Evans, Robin J.; Bühlmann, Peter
3
2017
High-dimensional statistics, with applications to genome-wide association studies. Zbl 1381.62094
Bühlmann, Peter
1
2017
Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297
Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai
42
2016
Handbook of big data. Zbl 1416.62002
5
2016
Score-based causal learning in additive noise models. Zbl 1360.62135
Nowzohour, Christopher; Bühlmann, Peter
3
2016
Some themes in high-dimensional statistics. Zbl 1384.62165
Frigessi, Arnoldo; Bühlmann, Peter; Glad, Ingrid K.; Richardson, Sylvia; Vannucci, Marina
1
2016
Confidence intervals for maximin effects in inhomogeneous large-scale data. Zbl 1384.62110
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter
1
2016
Partial least squares for heterogeneous data. Zbl 1366.62131
Bühlmann, Peter
1
2016
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
61
2015
High-dimensional inference in misspecified linear models. Zbl 1327.62420
Bühlmann, Peter; van de Geer, Sara
15
2015
Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021
Hauser, Alain; Bühlmann, Peter
13
2015
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
9
2015
Structural intervention distance for evaluating causal graphs. Zbl 1414.05094
Peters, Jonas; Bühlmann, Peter
6
2015
Marginal integration for nonparametric causal inference. Zbl 1330.62171
Ernest, Jan; Bühlmann, Peter
2
2015
On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259
van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben
313
2014
Identifiability of Gaussian structural equation models with equal error variances. Zbl 1285.62005
Peters, Jonas; Bühlmann, Peter
39
2014
CAM: causal additive models, high-dimensional order search and penalized regression. Zbl 1309.62063
Bühlmann, Peter; Peters, Jonas; Ernest, Jan
24
2014
High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. Zbl 1306.65035
Bühlmann, Peter; Mandozzi, Jacopo
23
2014
High-dimensional learning of linear causal networks via inverse covariance estimation. Zbl 1318.68148
Loh, Po-Ling; Bühlmann, Peter
19
2014
Conditional transformation models. Zbl 1411.62100
Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter
17
2014
Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110
Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter
5
2014
Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530
Hauser, Alain; Bühlmann, Peter
5
2014
Pattern alternating maximization algorithm for missing data in high-dimensional problems. Zbl 1319.62114
Städler, Nicolas; Stekhoven, Daniel J.; Bühlmann, Peter
4
2014
Discussion: “A significance test for the lasso”. Zbl 1305.62248
Bühlmann, Peter; Meier, Lukas; van de Geer, Sara
3
2014
Discussion of big Bayes stories and BayesBag. Zbl 1332.62086
Bühlmann, Peter
2
2014
Statistical significance in high-dimensional linear models. Zbl 1273.62173
Bühlmann, Peter
83
2013
\(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037
van de Geer, Sara; Bühlmann, Peter
31
2013
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
28
2013
Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui
19
2013
Stable graphical model estimation with random forests for discrete, continuous, and mixed variables. Zbl 1468.62053
Fellinghauer, Bernd; Bühlmann, Peter; Ryffel, Martin; von Rhein, Michael; Reinhardt, Jan D.
14
2013
Causal statistical inference in high dimensions. Zbl 1339.62001
Bühlmann, Peter
4
2013
Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1433.68346
Hauser, Alain; Bühlmann, Peter
31
2012
Missing values: sparse inverse covariance estimation and an extension to sparse regression. Zbl 1322.62115
Städler, Nicolas; Bühlmann, Peter
15
2012
Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015
Bühlmann, Peter; van de Geer, Sara
564
2011
Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161
Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara
41
2011
The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471
van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng
37
2011
High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065
Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter
20
2011
Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124
Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter
11
2011
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
186
2010
\(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
82
2010
Model-based boosting 2.0. Zbl 1242.68002
Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin
34
2010
Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm. Zbl 1233.62135
Bühlmann, P.; Kalisch, M.; Maathuis, M. H.
24
2010
Rejoinder to the comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62129
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
3
2010
Decomposition and model selection for large contingency tables. Zbl 1207.62126
Dahinden, Corinne; Kalisch, Markus; Bühlmann, Peter
2
2010
On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425
van de Geer, Sara A.; Bühlmann, Peter
184
2009
High-dimensional additive modeling. Zbl 1360.62186
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
144
2009
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
108
2009
Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118
Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter
43
2009
High dimensional sparse covariance estimation via directed acyclic graphs. Zbl 1326.62124
Rütimann, Philipp; Bühlmann, Peter
10
2009
Splines for financial volatility. Zbl 1250.91103
Audrino, Francesco; Bühlmann, Peter
6
2009
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
540
2008
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
258
2008
Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62096
Bühlmann, Peter; Meier, Lukas
10
2008
Robustified \(L_2\) boosting. Zbl 1452.62503
Lutz, Roman Werner; Kalisch, Markus; Bühlmann, Peter
6
2008
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
125
2007
Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229
Kalisch, Markus; Bühlmann, Peter
91
2007
Smoothing \(\ell_1\)-penalized estimators for high-dimensional time-course data. Zbl 1140.62054
Meier, Lukas; Bühlmann, Peter
8
2007
Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164
Bühlmann, Peter; Hothorn, Torsten
3
2007
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
707
2006
Boosting for high-dimensional linear models. Zbl 1095.62077
Bühlmann, Peter
77
2006
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
42
2006
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
27
2006
Low-order conditional independence graphs for inferring genetic networks. Zbl 1166.62374
Wille, Anja; Bühlmann, Peter
15
2006
Boosting for high-multivariate responses in high-dimensional linear regression. Zbl 1096.62057
Lutz, Roman Werner; Bühlmann, Peter
11
2006
Boosting algorithms: with an application to bootstrapping multivariate time series. Zbl 1119.62049
Bühlmann, Peter; Lutz, Roman W.
1
2006
Lower bounds for the number of false null hypotheses for multiple testing of associations under general dependence structures. Zbl 1151.62308
Meinshausen, Nicolai; Bühlmann, Peter
17
2005
Finding predictive gene groups from microarray data. Zbl 1047.62103
Dettling, Marcel; Bühlmann, Peter
19
2004
Discussion on boosting papers. Zbl 1105.62310
Bühlmann, Peter; Yu, Bin
1
2004
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
150
2003
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
101
2002
Bootstraps for time series. Zbl 1013.62048
Bühlmann, Peter
66
2002
Weak dependence beyond mixing and asymptotics for nonparametric regression. Zbl 1012.62037
Ango Nze, Patrick; Bühlmann, Peter; Doukhan, Paul
30
2002
An algorithm for nonparametric GARCH modelling. Zbl 1043.68108
Bühlmann, Peter; McNeil, Alexander J.
18
2002
Sieve bootstrap with variable-length Markov chains for stationary categorical time series. (With comments and rejoinder). Zbl 1073.62551
Bühlmann, Peter
9
2002
Tree-structured generalized autoregressive conditional heteroscedastic models. Zbl 0986.62067
Audrino, Francesco; Bühlmann, Peter
15
2001
Model selection for variable length Markov chains and tuning the context algorithm. Zbl 0997.62060
Bühlmann, Peter
6
2000
Variable length Markov chains. Zbl 0983.62048
Bühlmann, Peter; Wyner, Abraham J.
60
1999
...and 11 more Documents
all top 5

Cited by 4,759 Authors

77 Bühlmann, Peter
33 Van de Geer, Sara Anna
32 Fan, Jianqing
32 Huang, Jian
30 Tutz, Gerhard E.
23 Liu, Han
22 Lian, Heng
22 Ma, Shuangge
21 Li, Runze
19 Liu, Yufeng
19 Meinshausen, Nicolai
19 Politis, Dimitris Nicolas
18 Tsybakov, Alexandre B.
17 Hothorn, Torsten
17 Kneib, Thomas
17 Lahiri, Soumendra Nath
16 Zhang, Cun-Hui
15 Cai, Tony Tony
14 Bradic, Jelena
14 Candès, Emmanuel J.
14 Shojaie, Ali
14 Wainwright, Martin J.
14 Zheng, Zemin
13 Claeskens, Gerda
13 Yu, Bin
13 Zou, Hui
12 Ghosal, Subhashis
12 Li, Hongzhe
12 Wasserman, Larry Alan
12 Zhu, Ji
11 Doukhan, Paul
11 Kreiß, Jens-Peter
11 Lecué, Guillaume
11 Li, Lexin
11 Lv, Jinchi
11 Peters, Jonas
11 Tibshirani, Robert John
11 Verzelen, Nicolas
10 Ahmed, Syed Ejaz
10 Alonso, Andrés M.
10 Linton, Oliver Bruce
10 Michailidis, George C.
10 Samworth, Richard J.
10 Vieu, Philippe
10 Wu, Wei Biao
10 Zhang, Qingzhao
10 Zhang, Tong
10 Zhang, Xinsheng
9 Baladandayuthapani, Veerabhadran
9 Boulesteix, Anne-Laure Isabeau
9 Castelletti, Federico
9 Corander, Jukka
9 Dalalyan, Arnak S.
9 Drton, Mathias
9 Jiao, Yuling
9 Medeiros, Marcelo C.
9 Paparoditis, Efstathios
9 Peña, Daniel
9 Seo, Myunghwan
9 Shen, Xiaotong
9 Zhu, Lixing
8 Bertsimas, Dimitris John
8 Bickel, Peter John
8 Chen, Zehua
8 Chernozhukov, Victor
8 Consonni, Guido
8 Cui, Hengjian
8 Fan, Yingying
8 Gel, Yulia R.
8 Goeman, Jelle J.
8 Greven, Sonja
8 Groll, Andreas
8 Guo, Zijian
8 Hastie, Trevor John
8 Hofner, Benjamin
8 Honda, Toshio
8 Kock, Anders Bredahl
8 Kolar, Mladen
8 Kosorok, Michael R.
8 Li, Yang
8 Liao, Yuan
8 Liu, Yanyan
8 Psaradakis, Zacharias
8 Raskutti, Garvesh
8 Schmid, Matthias
8 Shah, Rajen Dinesh
7 Alquier, Pierre
7 Aneiros-Pérez, Germán
7 Audrino, Francesco
7 Bodnar, Taras
7 Bunea, Florentina
7 Cao, Xuan
7 Chandrasekaran, Venkat
7 Chen, Li-Pang
7 Cheng, Guang
7 Fang, Kuangnan
7 Feng, Yang
7 Hwang, Eunju
7 Jeng, X. Jessie
7 Jentsch, Carsten
...and 4,659 more Authors
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Cited in 273 Serials

273 The Annals of Statistics
168 Computational Statistics and Data Analysis
165 Electronic Journal of Statistics
156 Journal of the American Statistical Association
105 Journal of Multivariate Analysis
96 Journal of Econometrics
82 Journal of Machine Learning Research (JMLR)
80 Statistics and Computing
79 The Annals of Applied Statistics
68 Journal of Statistical Planning and Inference
64 Biometrics
62 Journal of Statistical Computation and Simulation
60 Bernoulli
55 Statistical Science
54 Journal of Computational and Graphical Statistics
49 Statistica Sinica
48 Communications in Statistics. Theory and Methods
44 Communications in Statistics. Simulation and Computation
44 Journal of Applied Statistics
42 Statistics & Probability Letters
39 Computational Statistics
38 Machine Learning
37 Annals of the Institute of Statistical Mathematics
35 Scandinavian Journal of Statistics
34 Test
28 Journal of Time Series Analysis
26 Econometric Reviews
24 Biometrical Journal
23 Journal of the Korean Statistical Society
22 Journal of the Royal Statistical Society. Series B. Statistical Methodology
22 Statistical Methods and Applications
21 Journal of Nonparametric Statistics
21 Econometric Theory
20 Statistical Papers
19 Mathematical Programming. Series A. Series B
19 Bayesian Analysis
18 European Journal of Operational Research
18 Stochastic Processes and their Applications
16 Statistics
15 The Canadian Journal of Statistics
15 Neural Computation
14 Statistical Modelling
13 Psychometrika
13 International Statistical Review
13 International Journal of Approximate Reasoning
13 Statistical Applications in Genetics and Molecular Biology
12 Metrika
12 Advances in Data Analysis and Classification. ADAC
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11 Science China. Mathematics
11 Sankhyā. Series A
10 Computational & Mathematical Methods in Medicine
10 AStA. Advances in Statistical Analysis
9 Computational Optimization and Applications
9 Australian & New Zealand Journal of Statistics
9 Statistical Theory and Related Fields
8 Economics Letters
8 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
8 Journal of Business and Economic Statistics
7 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
7 Applied and Computational Harmonic Analysis
7 Lifetime Data Analysis
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7 Analysis and Applications (Singapore)
7 Statistics Surveys
7 Journal of Probability and Statistics
7 Japanese Journal of Statistics and Data Science
6 Artificial Intelligence
6 Computer Methods in Applied Mechanics and Engineering
6 Inverse Problems
6 Automatica
6 Journal of Computational and Applied Mathematics
6 Journal of Classification
6 Probability Theory and Related Fields
6 Journal of Global Optimization
6 Proceedings of the National Academy of Sciences of the United States of America
6 Quantitative Finance
6 Foundations of Computational Mathematics
6 Journal of Statistical Theory and Practice
6 Journal of the Japan Statistical Society. Japanese Issue
6 SIAM Journal on Mathematics of Data Science
5 The American Statistician
5 Journal of the Franklin Institute
5 Applied Mathematics and Computation
5 Information Sciences
5 Journal of Optimization Theory and Applications
5 Annals of Operations Research
5 Pattern Recognition
5 INFORMS Journal on Computing
5 Statistical Inference for Stochastic Processes
5 Acta Mathematica Sinica. English Series
5 Statistical Methodology
5 SIAM Journal on Imaging Sciences
5 Sankhyā. Series B
5 Journal of the Operations Research Society of China
4 Operations Research
4 Constructive Approximation
4 SIAM Journal on Optimization
4 Applied Mathematics. Series B (English Edition)
...and 173 more Serials
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Cited in 38 Fields

2,752 Statistics (62-XX)
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7 Convex and discrete geometry (52-XX)
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