Edit Profile (opens in new tab) Bühlmann, Peter Compute Distance To: Compute Author ID: buhlmann.peter Published as: Bühlmann, Peter; Bühlmann, P. Homepage: https://stat.ethz.ch/~buhlmann/ External Links: MGP · ORCID · Wikidata · Google Scholar · dblp · GND · IdRef Documents Indexed: 123 Publications since 1994, including 1 Book 5 Contributions as Editor · 1 Further Contribution Co-Authors: 85 Co-Authors with 105 Joint Publications 2,482 Co-Co-Authors 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 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 all top 5 Serials 22 The Annals of Statistics 12 Journal of the Royal Statistical Society. Series B. Statistical Methodology 10 Electronic Journal of Statistics 9 Journal of Machine Learning Research (JMLR) 8 Statistical Science 6 Test 5 Journal of the American Statistical Association 4 Biometrika 4 Computational Statistics and Data Analysis 3 Scandinavian Journal of Statistics 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 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 all top 5 Fields 118 Statistics (62-XX) 20 Numerical analysis (65-XX) 16 Computer science (68-XX) 11 Probability theory and stochastic processes (60-XX) 9 Combinatorics (05-XX) 5 General and overarching topics; collections (00-XX) 4 Biology and other natural sciences (92-XX) 3 History and biography (01-XX) 1 Algebraic geometry (14-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications 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 1113.62082Meinshausen, Nicolai; Bühlmann, Peter 593 2006 Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015Bühlmann, Peter; van de Geer, Sara 395 2011 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 315 2008 The group Lasso for logistic regression. Zbl 1400.62276Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 214 2008 On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben 203 2014 On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425van de Geer, Sara A.; Bühlmann, Peter 152 2009 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029Bühlmann, Peter; Yu, Bin 124 2003 High-dimensional additive modeling. Zbl 1360.62186Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 121 2009 Sieve bootstrap for time series. Zbl 0874.62102Bühlmann, Peter 113 1997 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 113 2010 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 99 2007 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 81 2002 \(p\)-values for high-dimensional regression. Zbl 1205.62089Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter 79 2009 Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229Kalisch, Markus; Bühlmann, Peter 74 2007 Statistical significance in high-dimensional linear models. Zbl 1273.62173Bühlmann, Peter 67 2013 \(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 64 2010 Boosting for high-dimensional linear models. Zbl 1095.62077Bühlmann, Peter 60 2006 Bootstraps for time series. Zbl 1013.62048Bühlmann, Peter 59 2002 Variable length Markov chains. Zbl 0983.62048Bühlmann, Peter; Wyner, Abraham J. 52 1999 Block length selection in the bootstrap for time series. Zbl 1061.62528Bühlmann, Peter; Künsch, Hans R. 40 1999 Blockwise bootstrapped empirical process for stationary sequences. Zbl 0806.62032Bühlmann, Peter 38 1994 High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai 38 2015 Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter 33 2009 Survival ensembles. Zbl 1170.62385Hothorn, 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 1246.62161Schelldorfer, 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 1274.62471van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng 28 2011 Weak dependence beyond mixing and asymptotics for nonparametric regression. Zbl 1012.62037Ango Nze, Patrick; Bühlmann, Peter; Doukhan, Paul 27 2002 \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037van de Geer, Sara; Bühlmann, Peter 26 2013 Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai 26 2016 A new mixing notion and functional central limit theorems for a sieve bootstrap in time series. Zbl 0954.62102Bickel, Peter J.; Bühlmann, Peter 25 1999 Identifiability of Gaussian structural equation models with equal error variances. Zbl 1285.62005Peters, Jonas; Bühlmann, Peter 25 2014 High-dimensional simultaneous inference with the bootstrap. Zbl 06833591Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui 24 2017 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 23 2006 Locally adaptive lag-window spectral estimation. Zbl 0854.62087Bühlmann, Peter 22 1996 Sieve bootstrap for smoothing in nonstationary time series. Zbl 0934.62039Bühlmann, Peter 21 1998 Kernel-based tests for joint independence. Zbl 1381.62105Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas 21 2018 Model-based boosting 2.0. Zbl 1242.68002Hothorn, 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 1233.62135Bühlmann, P.; Kalisch, M.; Maathuis, M. H. 20 2010 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 19 2013 CAM: causal additive models, high-dimensional order search and penalized regression. Zbl 1309.62063Bühlmann, Peter; Peters, Jonas; Ernest, Jan 19 2014 Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1433.68346Hauser, Alain; Bühlmann, Peter 19 2012 Moving-average representation of autoregressive approximations. Zbl 0847.60027Bühlmann, Peter 18 1995 An algorithm for nonparametric GARCH modelling. Zbl 1043.68108Bühlmann, Peter; McNeil, Alexander J. 18 2002 Finding predictive gene groups from microarray data. Zbl 1047.62103Dettling, Marcel; Bühlmann, Peter 17 2004 Lower bounds for the number of false null hypotheses for multiple testing of associations under general dependence structures. Zbl 1151.62308Meinshausen, Nicolai; Bühlmann, Peter 16 2005 Tree-structured generalized autoregressive conditional heteroscedastic models. Zbl 0986.62067Audrino, Francesco; Bühlmann, Peter 15 2001 High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. Zbl 1306.65035Bühlmann, Peter; Mandozzi, Jacopo 15 2014 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 15 2013 High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter 15 2011 Low-order conditional independence graphs for inferring genetic networks. Zbl 1166.62374Wille, Anja; Bühlmann, Peter 14 2006 The blockwise bootstrap for general empirical processes of stationary sequences. Zbl 0841.62036Bühlmann, Peter 13 1995 Conditional transformation models. Zbl 1411.62100Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter 13 2014 High-dimensional inference in misspecified linear models. Zbl 1327.62420Bühlmann, Peter; van de Geer, Sara 12 2015 Goodness-of-fit tests for high dimensional linear models. Zbl 06840459Shah, Rajen D.; Bühlmann, Peter 11 2018 Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter 11 2011 High-dimensional learning of linear causal networks via inverse covariance estimation. Zbl 1318.68148Loh, Po-Ling; Bühlmann, Peter 11 2014 Boosting for high-multivariate responses in high-dimensional linear regression. Zbl 1096.62057Lutz, Roman Werner; Bühlmann, Peter 10 2006 Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021Hauser, Alain; Bühlmann, Peter 10 2015 The blockwise bootstrap for general parameters of a stationary time series. Zbl 0820.62078Bühlmann, Peter; Künsch, Hans R. 9 1995 Sieve bootstrap with variable-length Markov chains for stationary categorical time series. (With comments and rejoinder). Zbl 1073.62551Bühlmann, Peter 9 2002 Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62096Bühlmann, Peter; Meier, Lukas 8 2008 Closure of linear processes. Zbl 0890.60033Bickel, Peter J.; Bühlmann, Peter 8 1997 Missing values: sparse inverse covariance estimation and an extension to sparse regression. Zbl 1322.62115Städler, Nicolas; Bühlmann, Peter 8 2012 Smoothing \(\ell_1\)-penalized estimators for high-dimensional time-course data. Zbl 1140.62054Meier, Lukas; Bühlmann, Peter 7 2007 Statistics for big data: a perspective. Zbl 06892162Bühlmann, Peter; van de Geer, Sara 7 2018 Stable graphical model estimation with random forests for discrete, continuous, and mixed variables. Zbl 1468.62053Fellinghauer, Bernd; Bühlmann, Peter; Ryffel, Martin; von Rhein, Michael; Reinhardt, Jan D. 7 2013 What is a linear process? Zbl 0863.62074Bickel, Peter J.; Bühlmann, Peter 6 1996 High dimensional sparse covariance estimation via directed acyclic graphs. Zbl 1326.62124Rütimann, Philipp; Bühlmann, Peter 6 2009 Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059Meinshausen, Nicolai; Bühlmann, Peter 6 2015 Model selection for variable length Markov chains and tuning the context algorithm. Zbl 0997.62060Bühlmann, Peter 5 2000 Invariance, causality and robustness. Zbl 07292527Bühlmann, Peter 5 2020 Splines for financial volatility. Zbl 1250.91103Audrino, Francesco; Bühlmann, Peter 4 2009 Causal statistical inference in high dimensions. Zbl 1339.62001Bühlmann, Peter 4 2013 Invariant causal prediction for sequential data. Zbl 1428.62415Pfister, Niklas; Bühlmann, Peter; Peters, Jonas 4 2019 Hierarchical inference for genome-wide association studies: a view on methodology with software. Zbl 07206107Renaux, Claude; Buzdugan, Laura; Kalisch, Markus; Bühlmann, Peter 4 2020 Most likely transformations. Zbl 1421.62141Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter 4 2018 Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter 4 2014 Rejoinder to the comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62129Städler, 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 1420.62309Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai 3 2019 Structural intervention distance for evaluating causal graphs. Zbl 1414.05094Peters, Jonas; Bühlmann, Peter 3 2015 Score-based causal learning in additive noise models. Zbl 1360.62135Nowzohour, Christopher; Bühlmann, Peter 3 2016 Discussion: “A significance test for the lasso”. Zbl 1305.62248Bühlmann, 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 1319.62114Städler, Nicolas; Stekhoven, Daniel J.; Bühlmann, Peter 3 2014 Decomposition and model selection for large contingency tables. Zbl 1207.62126Dahinden, Corinne; Kalisch, Markus; Bühlmann, Peter 2 2010 Robustified \(L_2\) boosting. Zbl 1452.62503Lutz, Roman Werner; Kalisch, Markus; Bühlmann, Peter 2 2008 Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164Bühlmann, Peter; Hothorn, Torsten 2 2007 Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530Hauser, Alain; Bühlmann, Peter 2 2014 Spectral deconfounding via perturbed sparse linear models. Zbl 07306913Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai 2 2020 Confidence intervals for maximin effects in inhomogeneous large-scale data. Zbl 1384.62110Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter 1 2016 Boosting algorithms: with an application to bootstrapping multivariate time series. Zbl 1119.62049Bühlmann, Peter; Lutz, Roman W. 1 2006 Discussion on boosting papers. Zbl 1105.62310Bühlmann, Peter; Yu, Bin 1 2004 Distributional equivalence and structure learning for bow-free acyclic path diagrams. Zbl 1384.62209Nowzohour, Christopher; Maathuis, Marloes H.; Evans, Robin J.; Bühlmann, Peter 1 2017 Change-point detection for graphical models in the presence of missing values. Zbl 07499916Londschien, Malte; Kovács, Solt; Bühlmann, Peter 1 2021 Robustifying independent component analysis by adjusting for group-wise stationary noise. Zbl 1446.62172Pfister, Niklas; Weichwald, Sebastian; Bühlmann, Peter; Schölkopf, Bernhard 1 2019 Marginal integration for nonparametric causal inference. Zbl 1330.62171Ernest, Jan; Bühlmann, Peter 1 2015 High-dimensional statistics, with applications to genome-wide association studies. Zbl 1381.62094Bühlmann, 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 07307191Chen, Yuansi; Taeb, Armeen; Bühlmann, Peter 1 2020 Change-point detection for graphical models in the presence of missing values. Zbl 07499916Londschien, Malte; Kovács, Solt; Bühlmann, Peter 1 2021 Invariance, causality and robustness. Zbl 07292527Bühlmann, Peter 5 2020 Hierarchical inference for genome-wide association studies: a view on methodology with software. Zbl 07206107Renaux, Claude; Buzdugan, Laura; Kalisch, Markus; Bühlmann, Peter 4 2020 Spectral deconfounding via perturbed sparse linear models. Zbl 07306913Ćevid, 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 07307191Chen, Yuansi; Taeb, Armeen; Bühlmann, Peter 1 2020 Invariant causal prediction for sequential data. Zbl 1428.62415Pfister, Niklas; Bühlmann, Peter; Peters, Jonas 4 2019 Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions. Zbl 1420.62309Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai 3 2019 Robustifying independent component analysis by adjusting for group-wise stationary noise. Zbl 1446.62172Pfister, Niklas; Weichwald, Sebastian; Bühlmann, Peter; Schölkopf, Bernhard 1 2019 Kernel-based tests for joint independence. Zbl 1381.62105Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas 21 2018 Goodness-of-fit tests for high dimensional linear models. Zbl 06840459Shah, Rajen D.; Bühlmann, Peter 11 2018 Statistics for big data: a perspective. Zbl 06892162Bühlmann, Peter; van de Geer, Sara 7 2018 Most likely transformations. Zbl 1421.62141Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter 4 2018 High-dimensional simultaneous inference with the bootstrap. Zbl 06833591Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui 24 2017 Distributional equivalence and structure learning for bow-free acyclic path diagrams. Zbl 1384.62209Nowzohour, Christopher; Maathuis, Marloes H.; Evans, Robin J.; Bühlmann, Peter 1 2017 High-dimensional statistics, with applications to genome-wide association studies. Zbl 1381.62094Bühlmann, Peter 1 2017 Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai 26 2016 Score-based causal learning in additive noise models. Zbl 1360.62135Nowzohour, 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 1384.62110Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter 1 2016 High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai 38 2015 High-dimensional inference in misspecified linear models. Zbl 1327.62420Bühlmann, Peter; van de Geer, Sara 12 2015 Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021Hauser, Alain; Bühlmann, Peter 10 2015 Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059Meinshausen, Nicolai; Bühlmann, Peter 6 2015 Structural intervention distance for evaluating causal graphs. Zbl 1414.05094Peters, Jonas; Bühlmann, Peter 3 2015 Marginal integration for nonparametric causal inference. Zbl 1330.62171Ernest, Jan; Bühlmann, Peter 1 2015 On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben 203 2014 Identifiability of Gaussian structural equation models with equal error variances. Zbl 1285.62005Peters, Jonas; Bühlmann, Peter 25 2014 CAM: causal additive models, high-dimensional order search and penalized regression. Zbl 1309.62063Bühlmann, Peter; Peters, Jonas; Ernest, Jan 19 2014 High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. Zbl 1306.65035Bühlmann, Peter; Mandozzi, Jacopo 15 2014 Conditional transformation models. Zbl 1411.62100Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter 13 2014 High-dimensional learning of linear causal networks via inverse covariance estimation. Zbl 1318.68148Loh, Po-Ling; Bühlmann, Peter 11 2014 Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter 4 2014 Discussion: “A significance test for the lasso”. Zbl 1305.62248Bühlmann, Peter; Meier, Lukas; van de Geer, Sara 3 2014 Pattern alternating maximization algorithm for missing data in high-dimensional problems. Zbl 1319.62114Städler, Nicolas; Stekhoven, Daniel J.; Bühlmann, Peter 3 2014 Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530Hauser, Alain; Bühlmann, Peter 2 2014 Statistical significance in high-dimensional linear models. Zbl 1273.62173Bühlmann, Peter 67 2013 \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037van de Geer, Sara; Bühlmann, Peter 26 2013 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 19 2013 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103Bühlmann, 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 1468.62053Fellinghauer, Bernd; Bühlmann, Peter; Ryffel, Martin; von Rhein, Michael; Reinhardt, Jan D. 7 2013 Causal statistical inference in high dimensions. Zbl 1339.62001Bühlmann, Peter 4 2013 Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1433.68346Hauser, Alain; Bühlmann, Peter 19 2012 Missing values: sparse inverse covariance estimation and an extension to sparse regression. Zbl 1322.62115Städler, Nicolas; Bühlmann, Peter 8 2012 Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015Bühlmann, Peter; van de Geer, Sara 395 2011 Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161Schelldorfer, 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 1274.62471van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng 28 2011 High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter 15 2011 Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter 11 2011 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 113 2010 \(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 64 2010 Model-based boosting 2.0. Zbl 1242.68002Hothorn, 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 1233.62135Bühlmann, P.; Kalisch, M.; Maathuis, M. H. 20 2010 Rejoinder to the comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62129Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 3 2010 Decomposition and model selection for large contingency tables. Zbl 1207.62126Dahinden, Corinne; Kalisch, Markus; Bühlmann, Peter 2 2010 On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425van de Geer, Sara A.; Bühlmann, Peter 152 2009 High-dimensional additive modeling. Zbl 1360.62186Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 121 2009 \(p\)-values for high-dimensional regression. Zbl 1205.62089Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter 79 2009 Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter 33 2009 High dimensional sparse covariance estimation via directed acyclic graphs. Zbl 1326.62124Rütimann, Philipp; Bühlmann, Peter 6 2009 Splines for financial volatility. Zbl 1250.91103Audrino, Francesco; Bühlmann, Peter 4 2009 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 315 2008 The group Lasso for logistic regression. Zbl 1400.62276Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 214 2008 Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62096Bühlmann, Peter; Meier, Lukas 8 2008 Robustified \(L_2\) boosting. Zbl 1452.62503Lutz, Roman Werner; Kalisch, Markus; Bühlmann, Peter 2 2008 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 99 2007 Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229Kalisch, Markus; Bühlmann, Peter 74 2007 Smoothing \(\ell_1\)-penalized estimators for high-dimensional time-course data. Zbl 1140.62054Meier, Lukas; Bühlmann, Peter 7 2007 Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164Bühlmann, Peter; Hothorn, Torsten 2 2007 High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082Meinshausen, Nicolai; Bühlmann, Peter 593 2006 Boosting for high-dimensional linear models. Zbl 1095.62077Bühlmann, Peter 60 2006 Survival ensembles. Zbl 1170.62385Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J. 32 2006 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 23 2006 Low-order conditional independence graphs for inferring genetic networks. Zbl 1166.62374Wille, Anja; Bühlmann, Peter 14 2006 Boosting for high-multivariate responses in high-dimensional linear regression. Zbl 1096.62057Lutz, Roman Werner; Bühlmann, Peter 10 2006 Boosting algorithms: with an application to bootstrapping multivariate time series. Zbl 1119.62049Bühlmann, 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 1151.62308Meinshausen, Nicolai; Bühlmann, Peter 16 2005 Finding predictive gene groups from microarray data. Zbl 1047.62103Dettling, Marcel; Bühlmann, Peter 17 2004 Discussion on boosting papers. Zbl 1105.62310Bühlmann, Peter; Yu, Bin 1 2004 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029Bühlmann, Peter; Yu, Bin 124 2003 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 81 2002 Bootstraps for time series. Zbl 1013.62048Bühlmann, Peter 59 2002 Weak dependence beyond mixing and asymptotics for nonparametric regression. Zbl 1012.62037Ango Nze, Patrick; Bühlmann, Peter; Doukhan, Paul 27 2002 An algorithm for nonparametric GARCH modelling. Zbl 1043.68108Bühlmann, Peter; McNeil, Alexander J. 18 2002 Sieve bootstrap with variable-length Markov chains for stationary categorical time series. (With comments and rejoinder). Zbl 1073.62551Bühlmann, Peter 9 2002 Tree-structured generalized autoregressive conditional heteroscedastic models. Zbl 0986.62067Audrino, Francesco; Bühlmann, Peter 15 2001 Model selection for variable length Markov chains and tuning the context algorithm. Zbl 0997.62060Bühlmann, Peter 5 2000 Variable length Markov chains. Zbl 0983.62048Bühlmann, Peter; Wyner, Abraham J. 52 1999 Block length selection in the bootstrap for time series. Zbl 1061.62528Bühlmann, Peter; Künsch, Hans R. 40 1999 A new mixing notion and functional central limit theorems for a sieve bootstrap in time series. Zbl 0954.62102Bickel, Peter J.; Bühlmann, Peter 25 1999 Sieve bootstrap for smoothing in nonstationary time series. Zbl 0934.62039Bühlmann, Peter 21 1998 Sieve bootstrap for time series. Zbl 0874.62102Bühlmann, Peter 113 1997 Closure of linear processes. Zbl 0890.60033Bickel, Peter J.; Bühlmann, Peter 8 1997 Locally adaptive lag-window spectral estimation. Zbl 0854.62087Bühlmann, Peter 22 1996 What is a linear process? Zbl 0863.62074Bickel, Peter J.; Bühlmann, Peter 6 1996 Moving-average representation of autoregressive approximations. Zbl 0847.60027Bühlmann, Peter 18 1995 The blockwise bootstrap for general empirical processes of stationary sequences. Zbl 0841.62036Bühlmann, Peter 13 1995 The blockwise bootstrap for general parameters of a stationary time series. Zbl 0820.62078Bühlmann, Peter; Künsch, Hans R. 9 1995 Blockwise bootstrapped empirical process for stationary sequences. Zbl 0806.62032Bühlmann, Peter 38 1994 all cited Publications top 5 cited Publications 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 Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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