Edit Profile 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 · Wikidata · ORCID · dblp · GND Documents Indexed: 118 Publications since 1994, including 3 Books all top 5 Co-Authors 24 single-authored 15 Van de Geer, Sara Anna 12 Meinshausen, Nicolai 7 Kalisch, Markus 7 Meier, Lukas 7 Yu, Bin 6 Hothorn, Torsten 6 Peters, Jonas 4 Dezeure, Ruben 4 Maathuis, Marloes H. 4 Rütimann, Philipp 4 Städler, Nicolas 4 Zhang, Cun-Hui 3 Bickel, Peter John 3 Ernest, Jan 3 Hauser, Alain 3 Lutz, Roman Werner 3 Pfister, Niklas 3 Rothenhäusler, Dominik 2 Audrino, Francesco 2 Buzdugan, Laura 2 Cai, Tony Tony 2 Frigessi, Arnoldo 2 Glad, Ingrid K. 2 Kneib, Thomas 2 Künsch, Hans Rudolf 2 Munk, Axel 2 Nowzohour, Christopher 2 Renaux, Claude 2 Richardson, Sylvia 2 Schölkopf, Bernhard 2 Uhler, Caroline 2 Van der Laan, Mark Johannes 2 Vannucci, Marina 2 Zhou, Shuheng 1 Ango Nze, Patrick 1 Bourguignon, Jean-Pierre 1 Ćevid, Domagoj 1 Chen, Yuansi 1 Dahinden, Corinne 1 Dettling, Marcel 1 Doukhan, Paul 1 Drineas, Petros 1 Dudoit, Sandrine 1 Esteban, Maria J. 1 Fellinghauer, Bernd 1 Hofner, Benjamin 1 Langaas, Mette 1 Laptev, Ari 1 Leonardi, Florencia 1 Lin, Shaowei 1 Loh, Po-Ling 1 Mandozzi, Jacopo 1 McNeil, Alexander J. 1 Molinaro, Annette M. 1 Möst, Lisa 1 Natalini, Roberto 1 Raskutti, Garvesh 1 Reinhardt, Jan D. 1 Ritov, Ya’acov 1 Ryffel, Martin 1 Schelldorfer, Jürg 1 Schmid, Matthias 1 Shah, Rajen Dinesh 1 Stekhoven, Daniel J. 1 Stuart, Andrew M. 1 Sturmfels, Bernd 1 Taeb, Armeen 1 von Rhein, Michael 1 Wainwright, Martin J. 1 Weichwald, Sebastian 1 Wille, Anja 1 Wyner, Abraham J. 1 Xu, Min all top 5 Serials 21 The Annals of Statistics 9 Journal of the Royal Statistical Society. Series B. Statistical Methodology 9 Journal of Machine Learning Research (JMLR) 8 Statistical Science 7 Electronic Journal of Statistics 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 2 Stochastic Processes and their Applications 2 Oberwolfach Reports 2 The Annals of Applied Statistics 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 Abel Symposia 1 Statistics and Computing 1 Springer Series in Statistics 1 EMS Surveys in Mathematical Sciences 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods all top 5 Fields 107 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 86 Publications have been cited 2,995 times in 1,976 Documents Cited by ▼ Year ▼ High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082Meinshausen, Nicolai; Bühlmann, Peter 509 2006 Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015Bühlmann, Peter; van de Geer, Sara 306 2011 The group Lasso for logistic regression. Zbl 1400.62276Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 186 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 148 2014 On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425van de Geer, Sara A.; Bühlmann, Peter 129 2009 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029Bühlmann, Peter; Yu, Bin 114 2003 High-dimensional additive modeling. Zbl 1360.62186Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 104 2009 Sieve bootstrap for time series. Zbl 0874.62102Bühlmann, Peter 97 1997 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 90 2007 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 85 2010 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 73 2002 Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229Kalisch, Markus; Bühlmann, Peter 65 2007 \(p\)-values for high-dimensional regression. Zbl 1205.62089Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter 58 2009 \(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 53 2010 Boosting for high-dimensional linear models. Zbl 1095.62077Bühlmann, Peter 53 2006 Statistical significance in high-dimensional linear models. Zbl 1273.62173Bühlmann, Peter 52 2013 Bootstraps for time series. Zbl 1013.62048Bühlmann, Peter 51 2002 Variable length Markov chains. Zbl 0983.62048Bühlmann, Peter; Wyner, Abraham J. 47 1999 Blockwise bootstrapped empirical process for stationary sequences. Zbl 0806.62032Bühlmann, Peter 38 1994 Block length selection in the bootstrap for time series. Zbl 1061.62528Bühlmann, Peter; Künsch, Hans R. 37 1999 Survival ensembles. Zbl 1170.62385Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J. 27 2006 Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter 25 2009 High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai 25 2015 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 24 2011 Weak dependence beyond mixing and asymptotics for nonparametric regression. Zbl 1012.62037Ango Nze, Patrick; Bühlmann, Peter; Doukhan, Paul 24 2002 A new mixing notion and functional central limit theorems for a sieve bootstrap in time series. Zbl 0954.62102Bickel, Peter J.; Bühlmann, Peter 24 1999 \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037van de Geer, Sara; Bühlmann, Peter 22 2013 Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai 22 2016 Locally adaptive lag-window spectral estimation. Zbl 0854.62087Bühlmann, Peter 21 1996 Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 21 2010 Sieve bootstrap for smoothing in nonstationary time series. Zbl 0934.62039Bühlmann, Peter 20 1998 Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara 20 2011 Identifiability of Gaussian structural equation models with equal error variances. Zbl 1285.62005Peters, Jonas; Bühlmann, Peter 20 2014 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 20 2006 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 18 2013 Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm. Zbl 1233.62135Bühlmann, P.; Kalisch, M.; Maathuis, M. H. 17 2010 Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1433.68346Hauser, Alain; Bühlmann, Peter 17 2012 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 Moving-average representation of autoregressive approximations. Zbl 0847.60027Bühlmann, Peter 16 1995 Finding predictive gene groups from microarray data. Zbl 1047.62103Dettling, Marcel; Bühlmann, Peter 16 2004 CAM: causal additive models, high-dimensional order search and penalized regression. Zbl 1309.62063Bühlmann, Peter; Peters, Jonas; Ernest, Jan 16 2014 Tree-structured generalized autoregressive conditional heteroscedastic models. Zbl 0986.62067Audrino, Francesco; Bühlmann, Peter 15 2001 High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter 15 2011 An algorithm for nonparametric GARCH modelling. Zbl 1043.68108Bühlmann, Peter; McNeil, Alexander J. 14 2002 High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. Zbl 1306.65035Bühlmann, Peter; Mandozzi, Jacopo 14 2014 Kernel-based tests for joint independence. Zbl 1381.62105Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas 14 2018 Low-order conditional independence graphs for inferring genetic networks. Zbl 1166.62374Wille, Anja; Bühlmann, Peter 13 2006 The blockwise bootstrap for general empirical processes of stationary sequences. Zbl 0841.62036Bühlmann, Peter 13 1995 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 10 2013 High-dimensional learning of linear causal networks via inverse covariance estimation. Zbl 1318.68148Loh, Po-Ling; Bühlmann, Peter 10 2014 High-dimensional inference in misspecified linear models. Zbl 1327.62420Bühlmann, Peter; van de Geer, Sara 10 2015 Conditional transformation models. Zbl 1411.62100Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter 10 2014 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 Boosting for high-multivariate responses in high-dimensional linear regression. Zbl 1096.62057Lutz, Roman Werner; Bühlmann, Peter 9 2006 Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62096Bühlmann, Peter; Meier, Lukas 8 2008 Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter 8 2011 Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021Hauser, Alain; Bühlmann, Peter 7 2015 Smoothing \(\ell_1\)-penalized estimators for high-dimensional time-course data. Zbl 1140.62054Meier, Lukas; Bühlmann, Peter 6 2007 High dimensional sparse covariance estimation via directed acyclic graphs. Zbl 1326.62124Rütimann, Philipp; Bühlmann, Peter 5 2009 What is a linear process? Zbl 0863.62074Bickel, Peter J.; Bühlmann, Peter 5 1996 Closure of linear processes. Zbl 0890.60033Bickel, Peter J.; Bühlmann, Peter 5 1997 Model selection for variable length Markov chains and tuning the context algorithm. Zbl 0997.62060Bühlmann, Peter 5 2000 Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059Meinshausen, Nicolai; Bühlmann, Peter 5 2015 Missing values: sparse inverse covariance estimation and an extension to sparse regression. Zbl 1322.62115Städler, Nicolas; Bühlmann, Peter 5 2012 Causal statistical inference in high dimensions. Zbl 1339.62001Bühlmann, Peter 4 2013 Splines for financial volatility. Zbl 1250.91103Audrino, Francesco; Bühlmann, Peter 4 2009 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 Score-based causal learning in additive noise models. Zbl 1360.62135Nowzohour, Christopher; Bühlmann, Peter 3 2016 Pattern alternating maximization algorithm for missing data in high-dimensional problems. Zbl 1319.62114Städler, Nicolas; Stekhoven, Daniel J.; Bühlmann, Peter 3 2014 Handbook of big data. Zbl 1416.62002Bühlmann, Peter (ed.); Drineas, Petros (ed.); Kane, Michael (ed.); van der Laan, Mark (ed.) 3 2016 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 Decomposition and model selection for large contingency tables. Zbl 1207.62126Dahinden, Corinne; Kalisch, Markus; Bühlmann, Peter 2 2010 Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164Bühlmann, Peter; Hothorn, Torsten 2 2007 Most likely transformations. Zbl 1421.62141Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter 2 2018 Discussion: “A significance test for the lasso”. Zbl 1305.62248Bühlmann, Peter; Meier, Lukas; van de Geer, Sara 2 2014 Invariant causal prediction for sequential data. Zbl 1428.62415Pfister, Niklas; Bühlmann, Peter; Peters, Jonas 2 2019 Structural intervention distance for evaluating causal graphs. Zbl 1414.05094Peters, Jonas; Bühlmann, Peter 1 2015 Discussion on boosting papers. Zbl 1105.62310Bühlmann, Peter; Yu, Bin 1 2004 Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530Hauser, Alain; Bühlmann, Peter 1 2014 Boosting algorithms: with an application to bootstrapping multivariate time series. Zbl 1119.62049Bühlmann, Peter; Lutz, Roman W. 1 2006 Robustified \(L_2\) boosting. Zbl 1452.62503Lutz, Roman Werner; Kalisch, Markus; Bühlmann, Peter 1 2008 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 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 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 Invariant causal prediction for sequential data. Zbl 1428.62415Pfister, Niklas; Bühlmann, Peter; Peters, Jonas 2 2019 Kernel-based tests for joint independence. Zbl 1381.62105Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas 14 2018 Most likely transformations. Zbl 1421.62141Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter 2 2018 High-dimensional statistics, with applications to genome-wide association studies. Zbl 1381.62094Bühlmann, Peter 1 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 Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai 22 2016 Score-based causal learning in additive noise models. Zbl 1360.62135Nowzohour, Christopher; Bühlmann, Peter 3 2016 Handbook of big data. Zbl 1416.62002Bühlmann, Peter; Drineas, Petros; Kane, Michael; van der Laan, Mark 3 2016 High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai 25 2015 High-dimensional inference in misspecified linear models. Zbl 1327.62420Bühlmann, Peter; van de Geer, Sara 10 2015 Jointly interventional and observational data: estimation of interventional Markov equivalence classes of directed acyclic graphs. Zbl 1414.62021Hauser, Alain; Bühlmann, Peter 7 2015 Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059Meinshausen, Nicolai; Bühlmann, Peter 5 2015 Structural intervention distance for evaluating causal graphs. Zbl 1414.05094Peters, Jonas; Bühlmann, Peter 1 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 148 2014 Identifiability of Gaussian structural equation models with equal error variances. Zbl 1285.62005Peters, Jonas; Bühlmann, Peter 20 2014 CAM: causal additive models, high-dimensional order search and penalized regression. Zbl 1309.62063Bühlmann, Peter; Peters, Jonas; Ernest, Jan 16 2014 High-dimensional variable screening and bias in subsequent inference, with an empirical comparison. Zbl 1306.65035Bühlmann, Peter; Mandozzi, Jacopo 14 2014 High-dimensional learning of linear causal networks via inverse covariance estimation. Zbl 1318.68148Loh, Po-Ling; Bühlmann, Peter 10 2014 Conditional transformation models. Zbl 1411.62100Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter 10 2014 Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter 4 2014 Pattern alternating maximization algorithm for missing data in high-dimensional problems. Zbl 1319.62114Städler, Nicolas; Stekhoven, Daniel J.; Bühlmann, Peter 3 2014 Discussion: “A significance test for the lasso”. Zbl 1305.62248Bühlmann, Peter; Meier, Lukas; van de Geer, Sara 2 2014 Two optimal strategies for active learning of causal models from interventional data. Zbl 1390.68530Hauser, Alain; Bühlmann, Peter 1 2014 Statistical significance in high-dimensional linear models. Zbl 1273.62173Bühlmann, Peter 52 2013 \(\ell_{0}\)-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037van de Geer, Sara; Bühlmann, Peter 22 2013 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 18 2013 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 10 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 17 2012 Missing values: sparse inverse covariance estimation and an extension to sparse regression. Zbl 1322.62115Städler, Nicolas; Bühlmann, Peter 5 2012 Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015Bühlmann, Peter; van de Geer, Sara 306 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 24 2011 Estimation for high-dimensional linear mixed-effects models using \(\ell_1\)-penalization. Zbl 1246.62161Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara 20 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 8 2011 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 85 2010 \(\ell_{1}\)-penalization for mixture regression models. Zbl 1203.62128Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara 53 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. 17 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 129 2009 High-dimensional additive modeling. Zbl 1360.62186Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 104 2009 \(p\)-values for high-dimensional regression. Zbl 1205.62089Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter 58 2009 Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter 25 2009 High dimensional sparse covariance estimation via directed acyclic graphs. Zbl 1326.62124Rütimann, Philipp; Bühlmann, Peter 5 2009 Splines for financial volatility. Zbl 1250.91103Audrino, Francesco; Bühlmann, Peter 4 2009 The group Lasso for logistic regression. Zbl 1400.62276Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 186 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 1 2008 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 90 2007 Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229Kalisch, Markus; Bühlmann, Peter 65 2007 Smoothing \(\ell_1\)-penalized estimators for high-dimensional time-course data. Zbl 1140.62054Meier, Lukas; Bühlmann, Peter 6 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 509 2006 Boosting for high-dimensional linear models. Zbl 1095.62077Bühlmann, Peter 53 2006 Survival ensembles. Zbl 1170.62385Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J. 27 2006 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 20 2006 Low-order conditional independence graphs for inferring genetic networks. Zbl 1166.62374Wille, Anja; Bühlmann, Peter 13 2006 Boosting for high-multivariate responses in high-dimensional linear regression. Zbl 1096.62057Lutz, Roman Werner; Bühlmann, Peter 9 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 16 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 114 2003 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 73 2002 Bootstraps for time series. Zbl 1013.62048Bühlmann, Peter 51 2002 Weak dependence beyond mixing and asymptotics for nonparametric regression. Zbl 1012.62037Ango Nze, Patrick; Bühlmann, Peter; Doukhan, Paul 24 2002 An algorithm for nonparametric GARCH modelling. Zbl 1043.68108Bühlmann, Peter; McNeil, Alexander J. 14 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. 47 1999 Block length selection in the bootstrap for time series. Zbl 1061.62528Bühlmann, Peter; Künsch, Hans R. 37 1999 A new mixing notion and functional central limit theorems for a sieve bootstrap in time series. Zbl 0954.62102Bickel, Peter J.; Bühlmann, Peter 24 1999 Sieve bootstrap for smoothing in nonstationary time series. Zbl 0934.62039Bühlmann, Peter 20 1998 Sieve bootstrap for time series. Zbl 0874.62102Bühlmann, Peter 97 1997 Closure of linear processes. Zbl 0890.60033Bickel, Peter J.; Bühlmann, Peter 5 1997 Locally adaptive lag-window spectral estimation. Zbl 0854.62087Bühlmann, Peter 21 1996 What is a linear process? Zbl 0863.62074Bickel, Peter J.; Bühlmann, Peter 5 1996 Moving-average representation of autoregressive approximations. Zbl 0847.60027Bühlmann, Peter 16 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 2,993 Authors 60 Bühlmann, Peter 32 Van de Geer, Sara Anna 25 Fan, Jianqing 24 Tutz, Gerhard E. 20 Liu, Han 17 Lian, Heng 16 Politis, Dimitris Nicolas 15 Lahiri, Soumendra Nath 15 Li, Runze 15 Meinshausen, Nicolai 14 Kneib, Thomas 14 Ma, Shuangge 14 Tsybakov, Alexandre B. 14 Wainwright, Martin J. 14 Zhang, Cun-Hui 13 Hothorn, Torsten 12 Bradic, Jelena 11 Ghosal, Subhashis 11 Yu, Bin 10 Alonso, Andrés M. 10 Doukhan, Paul 10 Kreiss, Jens-Peter 10 Lecué, Guillaume 10 Li, Hongzhe 10 Lv, Jinchi 10 Wu, Wei Biao 10 Zou, Hui 9 Dalalyan, Arnak S. 9 Liu, Yufeng 9 Shen, Xiaotong 9 Tibshirani, Robert John 9 Verzelen, Nicolas 9 Vieu, Philippe 9 Wasserman, Larry Alan 8 Boulesteix, Anne-Laure Isabeau 8 Candès, Emmanuel J. 8 Claeskens, Gerda 8 Corander, Jukka 8 Liao, Yuan 8 Paparoditis, Efstathios 8 Peña, Daniel 8 Shojaie, Ali 8 Zhu, Ji 7 Alquier, Pierre 7 Bertsimas, Dimitris John 7 Bickel, Peter John 7 Chandrasekaran, Venkat 7 Chen, Zehua 7 Drton, Mathias 7 Fan, Yingying 7 Hofner, Benjamin 7 Hwang, Eunju 7 Kim, Yongdai 7 Lederer, Johannes 7 Liang, Hua 7 Maathuis, Marloes H. 7 Pan, Wei 7 Peters, Jonas 7 Romo, Juan J. 7 Seo, Myunghwan 7 Taylor, Jonathan E. 7 Zhang, Tong 7 Zhu, Lixing 6 Ahmed, Syed Ejaz 6 Aneiros-Pérez, Germán 6 Audrino, Francesco 6 Baladandayuthapani, Veerabhadran 6 Blanchard, Gilles 6 Bunea, Florentina 6 Gel, Yulia R. 6 Groll, Andreas 6 Hastie, Trevor John 6 Jeng, X. Jessie 6 Jentsch, Carsten 6 Jiao, Yuling 6 Kalisch, Markus 6 Kock, Anders Bredahl 6 Kolar, Mladen 6 Kolchinskiĭ, Vladimir I’ich 6 Larocque, Denis 6 Leonardi, Florencia 6 Linton, Oliver Bruce 6 Lounici, Karim 6 Lv, Shaogao 6 Raskutti, Garvesh 6 Sancetta, Alessio 6 Scheipl, Fabian 6 Schmid, Matthias 6 Shin, Dongwan 6 Yuan, Ming 5 Biau, Gérard 5 Binder, Harald 5 Bodnar, Taras 5 Buja, Andreas 5 Cai, Tony Tony 5 Chernozhukov, Victor 5 Croux, Christophe 5 De Bin, Riccardo 5 Fang, Kuangnan 5 Goeman, Jelle J. ...and 2,893 more Authors all top 5 Cited in 209 Serials 219 The Annals of Statistics 132 Computational Statistics and Data Analysis 123 Electronic Journal of Statistics 90 Journal of the American Statistical Association 79 Journal of Multivariate Analysis 70 Journal of Econometrics 58 Journal of Statistical Planning and Inference 56 Statistics and Computing 50 The Annals of Applied Statistics 48 Journal of Machine Learning Research (JMLR) 47 Bernoulli 44 Statistical Science 43 Journal of Statistical Computation and Simulation 36 Statistics & Probability Letters 32 Biometrics 29 Computational Statistics 27 Test 25 Machine Learning 24 Scandinavian Journal of Statistics 21 Annals of the Institute of Statistical Mathematics 21 Journal of the Royal Statistical Society. Series B. Statistical Methodology 21 Journal of Applied Statistics 20 Biometrical Journal 19 Communications in Statistics. Simulation and Computation 18 Journal of Nonparametric Statistics 18 Econometric Theory 17 Communications in Statistics. Theory and Methods 17 Mathematical Programming. Series A. Series B 15 Journal of Time Series Analysis 14 Stochastic Processes and their Applications 13 Neural Computation 13 Statistical Papers 13 Statistical Modelling 12 Statistical Analysis and Data Mining 11 Statistics 11 Statistical Applications in Genetics and Molecular Biology 11 Journal of the Korean Statistical Society 11 Bayesian Analysis 10 European Journal of Operational Research 10 Advances in Data Analysis and Classification. ADAC 10 Computational & Mathematical Methods in Medicine 9 The Canadian Journal of Statistics 9 Statistica Sinica 9 Statistical Methods and Applications 8 Metrika 8 Econometric Reviews 8 Economics Letters 8 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 8 Science China. Mathematics 7 International Journal of Approximate Reasoning 7 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 7 Computational Optimization and Applications 7 Applied and Computational Harmonic Analysis 7 Biostatistics 7 Sankhyā. Series A 6 Probability Theory and Related Fields 6 Analysis and Applications (Singapore) 6 AStA. Advances in Statistical Analysis 6 Journal of Probability and Statistics 5 Psychometrika 5 Automatica 5 Pattern Recognition 5 Lifetime Data Analysis 5 Australian & New Zealand Journal of Statistics 5 Foundations of Computational Mathematics 5 Statistical Methodology 4 Proceedings of the National Academy of Sciences of the United States of America 4 Chaos 4 Statistical Inference for Stochastic Processes 4 Quantitative Finance 4 Statistics Surveys 4 Journal of the Operations Research Society of China 3 Artificial Intelligence 3 Inverse Problems 3 Journal of the Franklin Institute 3 Mathematical Biosciences 3 Applied Mathematics and Computation 3 Journal of Computational and Applied Mathematics 3 Journal of Optimization Theory and Applications 3 Operations Research 3 Constructive Approximation 3 Neural Networks 3 Signal Processing 3 Annals of Operations Research 3 Journal of Global Optimization 3 SIAM Journal on Optimization 3 Applied Mathematics. Series B (English Edition) 3 Complexity 3 Optimization Methods & Software 3 Sankhyā. Series B 3 Japanese Journal of Statistics and Data Science 2 Computer Methods in Applied Mechanics and Engineering 2 Journal of Statistical Physics 2 Journal of Mathematical Psychology 2 Synthese 2 Insurance Mathematics & Economics 2 Acta Mathematicae Applicatae Sinica. English Series 2 Sequential Analysis 2 Journal of Complexity 2 Mathematical and Computer Modelling ...and 109 more Serials all top 5 Cited in 34 Fields 1,757 Statistics (62-XX) 285 Numerical analysis (65-XX) 214 Computer science (68-XX) 171 Probability theory and stochastic processes (60-XX) 118 Operations research, mathematical programming (90-XX) 92 Biology and other natural sciences (92-XX) 82 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 65 Combinatorics (05-XX) 27 Information and communication theory, circuits (94-XX) 18 Systems theory; control (93-XX) 14 Functional analysis (46-XX) 14 Calculus of variations and optimal control; optimization (49-XX) 10 Linear and multilinear algebra; matrix theory (15-XX) 9 Approximations and expansions (41-XX) 6 Geophysics (86-XX) 5 General and overarching topics; collections (00-XX) 5 Operator theory (47-XX) 4 History and biography (01-XX) 4 Convex and discrete geometry (52-XX) 3 Dynamical systems and ergodic theory (37-XX) 3 Harmonic analysis on Euclidean spaces (42-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) 1 Algebraic geometry (14-XX) 1 Group theory and generalizations (20-XX) 1 Special functions (33-XX) 1 Differential geometry (53-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mechanics of particles and systems (70-XX) 1 Optics, electromagnetic theory (78-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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