# zbMATH — the first resource for mathematics

## Meinshausen, Nicolai

Compute Distance To:
 Author ID: meinshausen.nicolai Published as: Meinshausen, N.; Meinshausen, Nicolai External Links: MGP
 Documents Indexed: 38 Publications since 2004
all top 5

#### Co-Authors

 11 single-authored 12 Bühlmann, Peter 3 Shah, Rajen Dinesh 2 Meier, Lukas 2 Peters, Jonas 2 Rice, John A. 2 Rothenhäusler, Dominik 2 Thanei, Gian-Andrea 1 Bickel, Peter John 1 Blanchard, Gilles 1 Ćevid, Domagoj 1 Choy, Tze 1 Dezeure, Ruben 1 Drton, Mathias 1 Hambly, Ben M. 1 Heinze, Christina 1 Lauritzen, Steffen Lilholt 1 Lozano, Aurélie C. 1 Maathuis, Marloes H. 1 Plečko, Drago 1 Richardson, Thomas Stuart 1 Samworth, Richard J. 1 Schölkopf, Bernhard 1 Weihs, Luca 1 Yang, Eunho 1 Yu, Bin 1 Yuan, Ming
all top 5

#### Serials

 7 The Annals of Statistics 6 Journal of Machine Learning Research (JMLR) 3 Biometrika 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Electronic Journal of Statistics 3 The Annals of Applied Statistics 2 Statistical Science 2 Oberwolfach Reports 1 Scandinavian Journal of Statistics 1 Journal of the American Statistical Association 1 Journal of Statistical Planning and Inference 1 Statistics & Probability Letters 1 Computational Statistics 1 Computational Statistics and Data Analysis 1 Mathematical Finance
all top 5

#### Fields

 33 Statistics (62-XX) 7 Computer science (68-XX) 6 Numerical analysis (65-XX) 4 Combinatorics (05-XX) 4 Operations research, mathematical programming (90-XX) 2 General and overarching topics; collections (00-XX) 2 Astronomy and astrophysics (85-XX) 1 Probability theory and stochastic processes (60-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX)

#### Citations contained in zbMATH

29 Publications have been cited 1,128 times in 912 Documents Cited by Year
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
2006
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
2009
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
2010
Relaxed Lasso. Zbl 1452.62522
Meinshausen, Nicolai
2007
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses. Zbl 1091.62059
Meinshausen, Nicolai; Rice, John
2006
$$p$$-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
2009
Quantile regression forests. Zbl 1222.68262
Meinshausen, Nicolai
2006
Monte Carlo methods for the valuation of multiple-exercise options. Zbl 1169.91372
Meinshausen, N.; Hambly, B. M.
2004
High-dimensional inference: confidence intervals, $$p$$-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
2015
Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297
Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai
2016
False discovery control for multivariate tests of association under general independence. Zbl 1125.62077
Meinshausen, Nicolai
2006
Hierarchical testing of variable importance. Zbl 1437.62557
Meinshausen, Nicolai
2008
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
2005
Sign-constrained least squares estimation for high-dimensional regression. Zbl 1327.62422
Meinshausen, Nicolai
2013
A note on the Lasso for Gaussian graphical model selection. Zbl 1144.62326
Meinshausen, Nicolai
2008
Random projections for large-scale regression. Zbl 06815953
Thanei, Gian-Andrea; Heinze, Christina; Meinshausen, Nicolai
2017
Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124
Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter
2011
Node harvest. Zbl 1220.62084
Meinshausen, Nicolai
2010
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
2015
Forest Garrote. Zbl 1326.62093
Meinshausen, Nicolai
2009
Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions. Zbl 1420.62309
Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai
2019
Group bound: confidence intervals for groups of variables in sparse high dimensional regression without assumptions on the design. Zbl 1414.62060
Meinshausen, Nicolai
2015
Efficient blind search: optimal power of detection under computational cost constraints. Zbl 1161.62087
Meinshausen, Nicolai; Bickel, Peter; Rice, John
2009
Minimum distance Lasso for robust high-dimensional regression. Zbl 1349.62322
Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho
2016
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 06991018
Weihs, L.; Drton, M.; Meinshausen, N.
2018
On $$b$$-bit min-wise hashing for large-scale regression and classification with sparse data. Zbl 06982934
Shah, Rajen D.; Meinshausen, Nicolai
2018
Sparse distance metric learning. Zbl 1306.65049
Choy, Tze; Meinshausen, Nicolai
2014
Random intersection trees. Zbl 1317.68188
Shah, Rajen Dinesh; Meinshausen, Nicolai
2014
Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62089
Lauritzen, Steffen; Meinshausen, Nicolai
2012
Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions. Zbl 1420.62309
Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai
2019
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 06991018
Weihs, L.; Drton, M.; Meinshausen, N.
2018
On $$b$$-bit min-wise hashing for large-scale regression and classification with sparse data. Zbl 06982934
Shah, Rajen D.; Meinshausen, Nicolai
2018
Random projections for large-scale regression. Zbl 06815953
Thanei, Gian-Andrea; Heinze, Christina; Meinshausen, Nicolai
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
2016
Minimum distance Lasso for robust high-dimensional regression. Zbl 1349.62322
Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho
2016
High-dimensional inference: confidence intervals, $$p$$-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
2015
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
2015
Group bound: confidence intervals for groups of variables in sparse high dimensional regression without assumptions on the design. Zbl 1414.62060
Meinshausen, Nicolai
2015
Sparse distance metric learning. Zbl 1306.65049
Choy, Tze; Meinshausen, Nicolai
2014
Random intersection trees. Zbl 1317.68188
Shah, Rajen Dinesh; Meinshausen, Nicolai
2014
Sign-constrained least squares estimation for high-dimensional regression. Zbl 1327.62422
Meinshausen, Nicolai
2013
Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62089
Lauritzen, Steffen; Meinshausen, Nicolai
2012
Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124
Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter
2011
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
2010
Node harvest. Zbl 1220.62084
Meinshausen, Nicolai
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
2009
$$p$$-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
2009
Forest Garrote. Zbl 1326.62093
Meinshausen, Nicolai
2009
Efficient blind search: optimal power of detection under computational cost constraints. Zbl 1161.62087
Meinshausen, Nicolai; Bickel, Peter; Rice, John
2009
Hierarchical testing of variable importance. Zbl 1437.62557
Meinshausen, Nicolai
2008
A note on the Lasso for Gaussian graphical model selection. Zbl 1144.62326
Meinshausen, Nicolai
2008
Relaxed Lasso. Zbl 1452.62522
Meinshausen, Nicolai
2007
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
2006
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses. Zbl 1091.62059
Meinshausen, Nicolai; Rice, John
2006
Quantile regression forests. Zbl 1222.68262
Meinshausen, Nicolai
2006
False discovery control for multivariate tests of association under general independence. Zbl 1125.62077
Meinshausen, Nicolai
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
2005
Monte Carlo methods for the valuation of multiple-exercise options. Zbl 1169.91372
Meinshausen, N.; Hambly, B. M.
2004
all top 5

#### Cited by 1,621 Authors

 37 Bühlmann, Peter 19 Van de Geer, Sara Anna 18 Fan, Jianqing 16 Liu, Han 15 Meinshausen, Nicolai 13 Wainwright, Martin J. 13 Zhang, Cun-Hui 10 Goeman, Jelle J. 9 Jin, Jiashun 8 Tsybakov, Alexandre B. 7 Bickel, Peter John 7 Cai, Tony Tony 7 Drton, Mathias 7 Kim, Yongdai 7 Li, Runze 7 Liu, Yufeng 7 Scornet, Erwan 7 Shen, Xiaotong 7 Verzelen, Nicolas 7 Wasserman, Larry Alan 7 Yu, Bin 6 Candès, Emmanuel J. 6 Chandrasekaran, Venkat 6 Hothorn, Torsten 6 Huang, Jian 6 Jeng, X. Jessie 6 Kolar, Mladen 6 Pan, Wei 6 Tibshirani, Robert John 6 Zhu, Ji 6 Zou, Hui 5 Biau, Gérard 5 Bradic, Jelena 5 Chen, Zehua 5 Ghosal, Subhashis 5 Hebiri, Mohamed 5 Hofner, Benjamin 5 Levina, Elizaveta 5 Li, Hongzhe 5 Lv, Jinchi 5 Ma, Shuangge 5 Peters, Jonas 5 Ren, Zhao 5 Rinaldo, Alessandro 5 Shojaie, Ali 5 Taylor, Jonathan E. 4 Alquier, Pierre 4 Ambroise, Christophe 4 Baladandayuthapani, Veerabhadran 4 Bender, Christian 4 Bertsimas, Dimitris John 4 Bunea, Florentina 4 Claeskens, Gerda 4 Czado, Claudia 4 Dickhaus, Thorsten 4 Huang, Jian 4 James, Gareth M. 4 Kalisch, Markus 4 Kock, Anders Bredahl 4 Lahiri, Soumendra Nath 4 Lecué, Guillaume 4 Leng, Chenlei 4 Lian, Heng 4 Liu, Weidong 4 Lounici, Karim 4 Lu, Junwei 4 Maathuis, Marloes H. 4 Mallick, Bani K. 4 Mayr, Andreas 4 Mazumder, Rahul 4 Meier, Lukas 4 Montanari, Andrea 4 Mukherjee, Sach 4 Ning, Yang 4 Purutçuoğlu, Vilda 4 Schoenmakers, John G. M. 4 Shah, Rajen Dinesh 4 Solari, Aldo 4 Wager, Stefan 4 Wang, Lan 4 Xue, Lingzhou 4 Yang, Yuehan 4 Yin, Jianxing 4 Zhao, Haibing 4 Zhou, Harrison H. 4 Zhu, Yunzhang 3 Ağraz, Melih 3 Arias-Castro, Ery 3 Banerjee, Sayantan 3 Belloni, Alexandre 3 Berk, Richard A. 3 Bien, Jacob 3 Bodnar, Taras 3 Bogdan, Małgorzata 3 Buja, Andreas 3 Chatterjee, Arindam 3 Chen, Xiaohui 3 Chen, Xiongzhi 3 Chernozhukov, Victor 3 Dalalyan, Arnak S. ...and 1,521 more Authors
all top 5

#### Cited in 139 Serials

 142 The Annals of Statistics 79 Electronic Journal of Statistics 43 Journal of the American Statistical Association 40 The Annals of Applied Statistics 39 Computational Statistics and Data Analysis 37 Journal of Multivariate Analysis 31 Statistical Science 30 Journal of Statistical Planning and Inference 23 Statistics and Computing 21 Journal of Machine Learning Research (JMLR) 20 Bernoulli 17 Biometrics 17 Machine Learning 16 Journal of Econometrics 16 Journal of the Royal Statistical Society. Series B. Statistical Methodology 15 Statistics & Probability Letters 15 Computational Statistics 14 Journal of Statistical Computation and Simulation 14 Test 11 Scandinavian Journal of Statistics 10 Biometrical Journal 10 Statistical Analysis and Data Mining 8 Annals of the Institute of Statistical Mathematics 7 Neural Computation 7 Journal of Applied Statistics 7 Bayesian Analysis 6 Journal of Nonparametric Statistics 6 Statistical Applications in Genetics and Molecular Biology 6 Sankhyā. Series A 5 Communications in Statistics. Theory and Methods 5 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 5 Mathematical Programming. Series A. Series B 5 Mathematical Finance 5 International Journal of Theoretical and Applied Finance 5 Computational & Mathematical Methods in Medicine 4 Automatica 4 Statistics 4 Quantitative Finance 4 Statistical Modelling 4 Journal of the Korean Statistical Society 3 The Canadian Journal of Statistics 3 Operations Research Letters 3 International Journal of Approximate Reasoning 3 Journal of Economic Dynamics & Control 3 European Journal of Operational Research 3 Journal of Computational Neuroscience 3 Applied Mathematical Finance 3 Mathematical Methods of Operations Research 3 Chaos 3 Statistical Methods and Applications 3 Journal of Statistical Mechanics: Theory and Experiment 3 Statistical Methodology 3 Advances in Data Analysis and Classification. ADAC 3 Statistics Surveys 3 Science China. Mathematics 3 Journal of Probability and Statistics 2 Metrika 2 Psychometrika 2 Theory of Probability and its Applications 2 Information Sciences 2 Journal of Mathematical Psychology 2 Sequential Analysis 2 Computers & Operations Research 2 Neural Networks 2 Annals of Operations Research 2 Proceedings of the National Academy of Sciences of the United States of America 2 Computational Optimization and Applications 2 Applied and Computational Harmonic Analysis 2 Statistica Sinica 2 Finance and Stochastics 2 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 2 Optimization Methods & Software 2 Australian & New Zealand Journal of Statistics 2 Biostatistics 2 Mathematical Programming Computation 2 Journal of Theoretical Biology 1 Advances in Applied Probability 1 Artificial Intelligence 1 Computers and Fluids 1 Inverse Problems 1 Journal of Statistical Physics 1 Applied Mathematics and Computation 1 Applied Mathematics and Optimization 1 Journal of Computational and Applied Mathematics 1 Journal of Computer and System Sciences 1 Kybernetika 1 Mathematics of Operations Research 1 Metron 1 SIAM Journal on Control and Optimization 1 Systems & Control Letters 1 Insurance Mathematics & Economics 1 Chinese Annals of Mathematics. Series B 1 Stochastic Analysis and Applications 1 Applied Numerical Mathematics 1 Acta Mathematicae Applicatae Sinica. English Series 1 Probability Theory and Related Fields 1 SIAM Journal on Matrix Analysis and Applications 1 Journal of the Japanese Society of Computational Statistics 1 Signal Processing 1 Economics Letters ...and 39 more Serials
all top 5

#### Cited in 32 Fields

 801 Statistics (62-XX) 139 Numerical analysis (65-XX) 100 Computer science (68-XX) 66 Probability theory and stochastic processes (60-XX) 66 Operations research, mathematical programming (90-XX) 52 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 48 Biology and other natural sciences (92-XX) 47 Combinatorics (05-XX) 14 Systems theory; control (93-XX) 9 Linear and multilinear algebra; matrix theory (15-XX) 8 Information and communication theory, circuits (94-XX) 6 Calculus of variations and optimal control; optimization (49-XX) 5 Statistical mechanics, structure of matter (82-XX) 3 History and biography (01-XX) 3 Partial differential equations (35-XX) 3 Geophysics (86-XX) 2 General and overarching topics; collections (00-XX) 2 Approximations and expansions (41-XX) 2 Functional analysis (46-XX) 2 Convex and discrete geometry (52-XX) 1 Group theory and generalizations (20-XX) 1 Real functions (26-XX) 1 Special functions (33-XX) 1 Ordinary differential equations (34-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral equations (45-XX) 1 Operator theory (47-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mechanics of particles and systems (70-XX) 1 Fluid mechanics (76-XX) 1 Optics, electromagnetic theory (78-XX) 1 Astronomy and astrophysics (85-XX)