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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/
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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
4 Bickel, Peter John
4 Dezeure, Ruben
4 Maathuis, Marloes H.
4 Pfister, Niklas
4 Renaux, Claude
4 Richardson, Sylvia
4 Rothenhäusler, Dominik
4 Rütimann, Philipp
4 Städler, Nicolas
3 Cai, Tony Tony
3 Ernest, Jan
3 Hauser, Alain
3 Lutz, Roman Werner
3 Samworth, Richard J.
3 Shah, Rajen Dinesh
2 Audrino, Francesco
2 Buzdugan, Laura
2 Ćevid, Domagoj
2 Frigessi, Arnoldo
2 Glad, Ingrid K.
2 Guo, Zijian
2 Kent, John T.
2 Kneib, Thomas
2 Kovács, Solt
2 Künsch, Hans Rudolf
2 Leng, Chenlei
2 Levina, Elizaveta
2 Munk, Axel
2 Nowzohour, Christopher
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 Chen, Yuansi
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 Emmenegger, Corinne
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
1 Kumar, Kuldeep
1 Langaas, Mette
1 Laptev, Ari
1 Lauritzen, Steffen Lilholt
1 Lee, Kuang-Yao
...and 87 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

98 Publications have been cited 3,943 times in 2,372 Documents Cited by Year
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
593
2006
Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015
Bühlmann, Peter; van de Geer, Sara
395
2011
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
315
2008
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
214
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
203
2014
On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425
van de Geer, Sara A.; Bühlmann, Peter
152
2009
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
124
2003
High-dimensional additive modeling. Zbl 1360.62186
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
121
2009
Sieve bootstrap for time series. Zbl 0874.62102
Bühlmann, Peter
113
1997
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
113
2010
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
99
2007
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
81
2002
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
79
2009
Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229
Kalisch, Markus; Bühlmann, Peter
74
2007
Statistical significance in high-dimensional linear models. Zbl 1273.62173
Bühlmann, Peter
67
2013
\(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
64
2010
Boosting for high-dimensional linear models. Zbl 1095.62077
Bühlmann, Peter
60
2006
Bootstraps for time series. Zbl 1013.62048
Bühlmann, Peter
59
2002
Variable length Markov chains. Zbl 0983.62048
Bühlmann, Peter; Wyner, Abraham J.
52
1999
Block length selection in the bootstrap for time series. Zbl 1061.62528
Bühlmann, Peter; Künsch, Hans R.
40
1999
Blockwise bootstrapped empirical process for stationary sequences. Zbl 0806.62032
Bühlmann, Peter
38
1994
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
38
2015
Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118
Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter
33
2009
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
32
2006
Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161
Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara
29
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
28
2011
Weak dependence beyond mixing and asymptotics for nonparametric regression. Zbl 1012.62037
Ango Nze, Patrick; Bühlmann, Peter; Doukhan, Paul
27
2002
\(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037
van de Geer, Sara; Bühlmann, Peter
26
2013
Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297
Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai
26
2016
A new mixing notion and functional central limit theorems for a sieve bootstrap in time series. Zbl 0954.62102
Bickel, Peter J.; Bühlmann, Peter
25
1999
Identifiability of Gaussian structural equation models with equal error variances. Zbl 1285.62005
Peters, Jonas; Bühlmann, Peter
25
2014
High-dimensional simultaneous inference with the bootstrap. Zbl 06833591
Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui
24
2017
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
23
2006
Locally adaptive lag-window spectral estimation. Zbl 0854.62087
Bühlmann, Peter
22
1996
Sieve bootstrap for smoothing in nonstationary time series. Zbl 0934.62039
Bühlmann, Peter
21
1998
Kernel-based tests for joint independence. Zbl 1381.62105
Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas
21
2018
Model-based boosting 2.0. Zbl 1242.68002
Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin
21
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.
20
2010
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
19
2013
CAM: causal additive models, high-dimensional order search and penalized regression. Zbl 1309.62063
Bühlmann, Peter; Peters, Jonas; Ernest, Jan
19
2014
Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1433.68346
Hauser, Alain; Bühlmann, Peter
19
2012
Moving-average representation of autoregressive approximations. Zbl 0847.60027
Bühlmann, Peter
18
1995
An algorithm for nonparametric GARCH modelling. Zbl 1043.68108
Bühlmann, Peter; McNeil, Alexander J.
18
2002
Finding predictive gene groups from microarray data. Zbl 1047.62103
Dettling, Marcel; Bühlmann, Peter
17
2004
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
16
2005
Tree-structured generalized autoregressive conditional heteroscedastic models. Zbl 0986.62067
Audrino, Francesco; Bühlmann, Peter
15
2001
High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. Zbl 1306.65035
Bühlmann, Peter; Mandozzi, Jacopo
15
2014
Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui
15
2013
High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065
Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter
15
2011
Low-order conditional independence graphs for inferring genetic networks. Zbl 1166.62374
Wille, Anja; Bühlmann, Peter
14
2006
The blockwise bootstrap for general empirical processes of stationary sequences. Zbl 0841.62036
Bühlmann, Peter
13
1995
Conditional transformation models. Zbl 1411.62100
Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter
13
2014
High-dimensional inference in misspecified linear models. Zbl 1327.62420
Bühlmann, Peter; van de Geer, Sara
12
2015
Goodness-of-fit tests for high dimensional linear models. Zbl 06840459
Shah, Rajen D.; Bühlmann, Peter
11
2018
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
High-dimensional learning of linear causal networks via inverse covariance estimation. Zbl 1318.68148
Loh, Po-Ling; Bühlmann, Peter
11
2014
Boosting for high-multivariate responses in high-dimensional linear regression. Zbl 1096.62057
Lutz, Roman Werner; Bühlmann, Peter
10
2006
Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021
Hauser, Alain; Bühlmann, Peter
10
2015
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
Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62096
Bühlmann, Peter; Meier, Lukas
8
2008
Closure of linear processes. Zbl 0890.60033
Bickel, Peter J.; Bühlmann, Peter
8
1997
Missing values: sparse inverse covariance estimation and an extension to sparse regression. Zbl 1322.62115
Städler, Nicolas; Bühlmann, Peter
8
2012
Smoothing \(\ell_1\)-penalized estimators for high-dimensional time-course data. Zbl 1140.62054
Meier, Lukas; Bühlmann, Peter
7
2007
Statistics for big data: a perspective. Zbl 06892162
Bühlmann, Peter; van de Geer, Sara
7
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.
7
2013
What is a linear process? Zbl 0863.62074
Bickel, Peter J.; Bühlmann, Peter
6
1996
High dimensional sparse covariance estimation via directed acyclic graphs. Zbl 1326.62124
Rütimann, Philipp; Bühlmann, Peter
6
2009
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
6
2015
Model selection for variable length Markov chains and tuning the context algorithm. Zbl 0997.62060
Bühlmann, Peter
5
2000
Invariance, causality and robustness. Zbl 07292527
Bühlmann, Peter
5
2020
Splines for financial volatility. Zbl 1250.91103
Audrino, Francesco; Bühlmann, Peter
4
2009
Causal statistical inference in high dimensions. Zbl 1339.62001
Bühlmann, Peter
4
2013
Invariant causal prediction for sequential data. Zbl 1428.62415
Pfister, Niklas; Bühlmann, Peter; Peters, Jonas
4
2019
Hierarchical inference for genome-wide association studies: a view on methodology with software. Zbl 07206107
Renaux, Claude; Buzdugan, Laura; Kalisch, Markus; Bühlmann, Peter
4
2020
Most likely transformations. Zbl 1421.62141
Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter
4
2018
Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110
Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter
4
2014
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
Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions. Zbl 1420.62309
Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai
3
2019
Structural intervention distance for evaluating causal graphs. Zbl 1414.05094
Peters, Jonas; Bühlmann, Peter
3
2015
Score-based causal learning in additive noise models. Zbl 1360.62135
Nowzohour, Christopher; Bühlmann, Peter
3
2016
Discussion: “A significance test for the lasso”. Zbl 1305.62248
Bühlmann, Peter; Meier, Lukas; van de Geer, Sara
3
2014
Handbook of big data. Zbl 1416.62002
3
2016
Pattern alternating maximization algorithm for missing data in high-dimensional problems. Zbl 1319.62114
Städler, Nicolas; Stekhoven, Daniel J.; Bühlmann, Peter
3
2014
Decomposition and model selection for large contingency tables. Zbl 1207.62126
Dahinden, Corinne; Kalisch, Markus; Bühlmann, Peter
2
2010
Robustified \(L_2\) boosting. Zbl 1452.62503
Lutz, Roman Werner; Kalisch, Markus; Bühlmann, Peter
2
2008
Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164
Bühlmann, Peter; Hothorn, Torsten
2
2007
Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530
Hauser, Alain; Bühlmann, Peter
2
2014
Spectral deconfounding via perturbed sparse linear models. Zbl 07306913
Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai
2
2020
Confidence intervals for maximin effects in inhomogeneous large-scale data. Zbl 1384.62110
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter
1
2016
Boosting algorithms: with an application to bootstrapping multivariate time series. Zbl 1119.62049
Bühlmann, Peter; Lutz, Roman W.
1
2006
Discussion on boosting papers. Zbl 1105.62310
Bühlmann, Peter; Yu, Bin
1
2004
Distributional equivalence and structure learning for bow-free acyclic path diagrams. Zbl 1384.62209
Nowzohour, Christopher; Maathuis, Marloes H.; Evans, Robin J.; Bühlmann, Peter
1
2017
Change-point detection for graphical models in the presence of missing values. Zbl 07499916
Londschien, Malte; Kovács, Solt; Bühlmann, Peter
1
2021
Robustifying independent component analysis by adjusting for group-wise stationary noise. Zbl 1446.62172
Pfister, Niklas; Weichwald, Sebastian; Bühlmann, Peter; Schölkopf, Bernhard
1
2019
Marginal integration for nonparametric causal inference. Zbl 1330.62171
Ernest, Jan; Bühlmann, Peter
1
2015
High-dimensional statistics, with applications to genome-wide association studies. Zbl 1381.62094
Bühlmann, Peter
1
2017
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
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
5
2020
Hierarchical inference for genome-wide association studies: a view on methodology with software. Zbl 07206107
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
2
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
4
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
3
2019
Robustifying independent component analysis by adjusting for group-wise stationary noise. Zbl 1446.62172
Pfister, Niklas; Weichwald, Sebastian; Bühlmann, Peter; Schölkopf, Bernhard
1
2019
Kernel-based tests for joint independence. Zbl 1381.62105
Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas
21
2018
Goodness-of-fit tests for high dimensional linear models. Zbl 06840459
Shah, Rajen D.; Bühlmann, Peter
11
2018
Statistics for big data: a perspective. Zbl 06892162
Bühlmann, Peter; van de Geer, Sara
7
2018
Most likely transformations. Zbl 1421.62141
Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter
4
2018
High-dimensional simultaneous inference with the bootstrap. Zbl 06833591
Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui
24
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
1
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
26
2016
Score-based causal learning in additive noise models. Zbl 1360.62135
Nowzohour, Christopher; Bühlmann, Peter
3
2016
Handbook of big data. Zbl 1416.62002
3
2016
Confidence intervals for maximin effects in inhomogeneous large-scale data. Zbl 1384.62110
Rothenhäusler, Dominik; Meinshausen, Nicolai; 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
38
2015
High-dimensional inference in misspecified linear models. Zbl 1327.62420
Bühlmann, Peter; van de Geer, Sara
12
2015
Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021
Hauser, Alain; Bühlmann, Peter
10
2015
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
6
2015
Structural intervention distance for evaluating causal graphs. Zbl 1414.05094
Peters, Jonas; Bühlmann, Peter
3
2015
Marginal integration for nonparametric causal inference. Zbl 1330.62171
Ernest, Jan; Bühlmann, Peter
1
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
203
2014
Identifiability of Gaussian structural equation models with equal error variances. Zbl 1285.62005
Peters, Jonas; Bühlmann, Peter
25
2014
CAM: causal additive models, high-dimensional order search and penalized regression. Zbl 1309.62063
Bühlmann, Peter; Peters, Jonas; Ernest, Jan
19
2014
High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. Zbl 1306.65035
Bühlmann, Peter; Mandozzi, Jacopo
15
2014
Conditional transformation models. Zbl 1411.62100
Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter
13
2014
High-dimensional learning of linear causal networks via inverse covariance estimation. Zbl 1318.68148
Loh, Po-Ling; Bühlmann, Peter
11
2014
Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110
Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter
4
2014
Discussion: “A significance test for the lasso”. Zbl 1305.62248
Bühlmann, Peter; Meier, Lukas; van de Geer, Sara
3
2014
Pattern alternating maximization algorithm for missing data in high-dimensional problems. Zbl 1319.62114
Städler, Nicolas; Stekhoven, Daniel J.; Bühlmann, Peter
3
2014
Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530
Hauser, Alain; Bühlmann, Peter
2
2014
Statistical significance in high-dimensional linear models. Zbl 1273.62173
Bühlmann, Peter
67
2013
\(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037
van de Geer, Sara; Bühlmann, Peter
26
2013
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
19
2013
Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui
15
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.
7
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
19
2012
Missing values: sparse inverse covariance estimation and an extension to sparse regression. Zbl 1322.62115
Städler, Nicolas; Bühlmann, Peter
8
2012
Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015
Bühlmann, Peter; van de Geer, Sara
395
2011
Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161
Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara
29
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
28
2011
High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065
Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter
15
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
113
2010
\(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
64
2010
Model-based boosting 2.0. Zbl 1242.68002
Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin
21
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.
20
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
152
2009
High-dimensional additive modeling. Zbl 1360.62186
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
121
2009
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
79
2009
Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118
Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter
33
2009
High dimensional sparse covariance estimation via directed acyclic graphs. Zbl 1326.62124
Rütimann, Philipp; Bühlmann, Peter
6
2009
Splines for financial volatility. Zbl 1250.91103
Audrino, Francesco; Bühlmann, Peter
4
2009
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
315
2008
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
214
2008
Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62096
Bühlmann, Peter; Meier, Lukas
8
2008
Robustified \(L_2\) boosting. Zbl 1452.62503
Lutz, Roman Werner; Kalisch, Markus; Bühlmann, Peter
2
2008
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
99
2007
Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229
Kalisch, Markus; Bühlmann, Peter
74
2007
Smoothing \(\ell_1\)-penalized estimators for high-dimensional time-course data. Zbl 1140.62054
Meier, Lukas; Bühlmann, Peter
7
2007
Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164
Bühlmann, Peter; Hothorn, Torsten
2
2007
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
593
2006
Boosting for high-dimensional linear models. Zbl 1095.62077
Bühlmann, Peter
60
2006
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
32
2006
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
23
2006
Low-order conditional independence graphs for inferring genetic networks. Zbl 1166.62374
Wille, Anja; Bühlmann, Peter
14
2006
Boosting for high-multivariate responses in high-dimensional linear regression. Zbl 1096.62057
Lutz, Roman Werner; Bühlmann, Peter
10
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
16
2005
Finding predictive gene groups from microarray data. Zbl 1047.62103
Dettling, Marcel; Bühlmann, Peter
17
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
124
2003
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
81
2002
Bootstraps for time series. Zbl 1013.62048
Bühlmann, Peter
59
2002
Weak dependence beyond mixing and asymptotics for nonparametric regression. Zbl 1012.62037
Ango Nze, Patrick; Bühlmann, Peter; Doukhan, Paul
27
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
5
2000
Variable length Markov chains. Zbl 0983.62048
Bühlmann, Peter; Wyner, Abraham J.
52
1999
Block length selection in the bootstrap for time series. Zbl 1061.62528
Bühlmann, Peter; Künsch, Hans R.
40
1999
A new mixing notion and functional central limit theorems for a sieve bootstrap in time series. Zbl 0954.62102
Bickel, Peter J.; Bühlmann, Peter
25
1999
Sieve bootstrap for smoothing in nonstationary time series. Zbl 0934.62039
Bühlmann, Peter
21
1998
Sieve bootstrap for time series. Zbl 0874.62102
Bühlmann, Peter
113
1997
Closure of linear processes. Zbl 0890.60033
Bickel, Peter J.; Bühlmann, Peter
8
1997
Locally adaptive lag-window spectral estimation. Zbl 0854.62087
Bühlmann, Peter
22
1996
What is a linear process? Zbl 0863.62074
Bickel, Peter J.; Bühlmann, Peter
6
1996
Moving-average representation of autoregressive approximations. Zbl 0847.60027
Bühlmann, Peter
18
1995
The blockwise bootstrap for general empirical processes of stationary sequences. Zbl 0841.62036
Bühlmann, Peter
13
1995
The blockwise bootstrap for general parameters of a stationary time series. Zbl 0820.62078
Bühlmann, Peter; Künsch, Hans R.
9
1995
Blockwise bootstrapped empirical process for stationary sequences. Zbl 0806.62032
Bühlmann, Peter
38
1994
all top 5

Cited by 3,660 Authors

70 Bühlmann, Peter
32 Van de Geer, Sara Anna
30 Fan, Jianqing
25 Tutz, Gerhard E.
23 Huang, Jian
21 Liu, Han
19 Politis, Dimitris Nicolas
18 Lian, Heng
18 Meinshausen, Nicolai
17 Li, Runze
16 Ma, Shuangge
16 Zhang, Cun-Hui
15 Hothorn, Torsten
15 Kneib, Thomas
15 Lahiri, Soumendra Nath
15 Tsybakov, Alexandre B.
14 Wainwright, Martin J.
13 Bradic, Jelena
13 Liu, Yufeng
13 Zou, Hui
12 Wasserman, Larry Alan
11 Ghosal, Subhashis
11 Li, Hongzhe
11 Yu, Bin
10 Alonso, Andrés M.
10 Candès, Emmanuel J.
10 Doukhan, Paul
10 Kreiß, Jens-Peter
10 Lecué, Guillaume
10 Lv, Jinchi
10 Peters, Jonas
10 Shojaie, Ali
10 Vieu, Philippe
10 Wu, Wei Biao
10 Zhu, Ji
9 Boulesteix, Anne-Laure Isabeau
9 Claeskens, Gerda
9 Corander, Jukka
9 Dalalyan, Arnak S.
9 Jiao, Yuling
9 Samworth, Richard J.
9 Shen, Xiaotong
9 Tibshirani, Robert John
9 Verzelen, Nicolas
8 Bickel, Peter John
8 Cai, Tony Tony
8 Chen, Zehua
8 Fan, Yingying
8 Kock, Anders Bredahl
8 Lederer, Johannes
8 Liao, Yuan
8 Paparoditis, Efstathios
8 Peña, Daniel
8 Psaradakis, Zacharias
8 Raskutti, Garvesh
8 Zheng, Zemin
7 Alquier, Pierre
7 Aneiros-Pérez, Germán
7 Audrino, Francesco
7 Baladandayuthapani, Veerabhadran
7 Bertsimas, Dimitris John
7 Chandrasekaran, Venkat
7 Chernozhukov, Victor
7 Cui, Hengjian
7 Drton, Mathias
7 Fang, Kuangnan
7 Gel, Yulia R.
7 Hofner, Benjamin
7 Hwang, Eunju
7 Kim, Yongdai
7 Kolar, Mladen
7 Levina, Elizaveta
7 Li, Yang
7 Liang, Hua
7 Linton, Oliver Bruce
7 Maathuis, Marloes H.
7 Pan, Wei
7 Ren, Zhao
7 Romo, Juan J.
7 Seo, Myunghwan
7 Taylor, Jonathan E.
7 Wang, Pei
7 Yuan, Ming
7 Zhang, Tong
7 Zhu, Lixing
6 Ahmed, Syed Ejaz
6 Blanchard, Gilles
6 Bodnar, Taras
6 Bunea, Florentina
6 Greven, Sonja
6 Groll, Andreas
6 Guo, Zijian
6 Hastie, Trevor John
6 Honda, Toshio
6 Jeng, X. Jessie
6 Jentsch, Carsten
6 Kalisch, Markus
6 Kolchinskiĭ, Vladimir I’ich
6 Kosorok, Michael R.
6 Larocque, Denis
...and 3,560 more Authors
all top 5

Cited in 228 Serials

249 The Annals of Statistics
151 Computational Statistics and Data Analysis
149 Electronic Journal of Statistics
90 Journal of the American Statistical Association
90 Journal of Multivariate Analysis
76 Journal of Econometrics
64 Statistics and Computing
63 Journal of Statistical Planning and Inference
57 The Annals of Applied Statistics
53 Journal of Machine Learning Research (JMLR)
52 Journal of Statistical Computation and Simulation
52 Bernoulli
50 Statistical Science
40 Statistics & Probability Letters
40 Communications in Statistics. Simulation and Computation
35 Journal of Computational and Graphical Statistics
34 Journal of Applied Statistics
33 Machine Learning
33 Computational Statistics
32 Biometrics
32 Communications in Statistics. Theory and Methods
30 Test
28 Statistica Sinica
25 Annals of the Institute of Statistical Mathematics
24 Scandinavian Journal of Statistics
22 Econometric Reviews
21 Journal of the Royal Statistical Society. Series B. Statistical Methodology
20 Biometrical Journal
19 Journal of Nonparametric Statistics
18 Mathematical Programming. Series A. Series B
18 Econometric Theory
18 Statistical Methods and Applications
17 Stochastic Processes and their Applications
17 Statistical Papers
17 Journal of the Korean Statistical Society
15 Journal of Time Series Analysis
15 Neural Computation
14 European Journal of Operational Research
14 Statistical Modelling
13 Statistics
12 Statistical Analysis and Data Mining
11 Statistical Applications in Genetics and Molecular Biology
11 Computational & Mathematical Methods in Medicine
11 Bayesian Analysis
10 Metrika
10 Psychometrika
10 Advances in Data Analysis and Classification. ADAC
10 Sankhyā. Series A
9 The Canadian Journal of Statistics
9 Science China. Mathematics
8 International Journal of Approximate Reasoning
8 Economics Letters
8 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
7 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
7 Computational Optimization and Applications
7 Applied and Computational Harmonic Analysis
7 Biostatistics
7 AStA. Advances in Statistical Analysis
6 Automatica
6 Probability Theory and Related Fields
6 Proceedings of the National Academy of Sciences of the United States of America
6 Analysis and Applications (Singapore)
6 Statistics Surveys
6 Journal of Probability and Statistics
5 Artificial Intelligence
5 Journal of the Franklin Institute
5 Journal of Optimization Theory and Applications
5 Annals of Operations Research
5 Pattern Recognition
5 Lifetime Data Analysis
5 Australian & New Zealand Journal of Statistics
5 Statistical Inference for Stochastic Processes
5 Foundations of Computational Mathematics
5 Statistical Methodology
5 Journal of Statistical Theory and Practice
5 Journal of the Operations Research Society of China
5 Japanese Journal of Statistics and Data Science
5 SIAM Journal on Mathematics of Data Science
4 Inverse Problems
4 Journal of Global Optimization
4 Applied Mathematics. Series B (English Edition)
4 Chaos
4 Acta Mathematica Sinica. English Series
4 Quantitative Finance
4 Sankhyā. Series B
3 Mathematical Biosciences
3 Applied Mathematics and Computation
3 Journal of Computational and Applied Mathematics
3 Operations Research
3 Acta Mathematicae Applicatae Sinica. English Series
3 Constructive Approximation
3 Neural Networks
3 Signal Processing
3 The Annals of Applied Probability
3 SIAM Journal on Optimization
3 Complexity
3 Optimization Methods & Software
3 Data Mining and Knowledge Discovery
3 SIAM Journal on Imaging Sciences
3 Journal of the Japan Statistical Society. Japanese Issue
...and 128 more Serials
all top 5

Cited in 35 Fields

2,134 Statistics (62-XX)
296 Numerical analysis (65-XX)
248 Computer science (68-XX)
192 Probability theory and stochastic processes (60-XX)
138 Operations research, mathematical programming (90-XX)
103 Biology and other natural sciences (92-XX)
86 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
72 Combinatorics (05-XX)
35 Information and communication theory, circuits (94-XX)
21 Systems theory; control (93-XX)
18 Functional analysis (46-XX)
15 Calculus of variations and optimal control; optimization (49-XX)
13 Linear and multilinear algebra; matrix theory (15-XX)
9 Approximations and expansions (41-XX)
8 General and overarching topics; collections (00-XX)
6 Geophysics (86-XX)
5 Harmonic analysis on Euclidean spaces (42-XX)
5 Operator theory (47-XX)
4 History and biography (01-XX)
4 Dynamical systems and ergodic theory (37-XX)
4 Convex and discrete geometry (52-XX)
3 Statistical mechanics, structure of matter (82-XX)
2 Mathematical logic and foundations (03-XX)
2 Real functions (26-XX)
2 Ordinary differential equations (34-XX)
2 Partial differential equations (35-XX)
2 Differential geometry (53-XX)
2 Algebraic topology (55-XX)
2 Astronomy and astrophysics (85-XX)
1 Algebraic geometry (14-XX)
1 Group theory and generalizations (20-XX)
1 Special functions (33-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Mechanics of particles and systems (70-XX)
1 Optics, electromagnetic theory (78-XX)

Citations by Year

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