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Meinshausen, Nicolai

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Author ID: meinshausen.nicolai Recent zbMATH articles by "Meinshausen, Nicolai"
Published as: Meinshausen, Nicolai; Meinshausen, N.
External Links: MGP
all top 5

Co-Authors

11 single-authored
13 Bühlmann, Peter
5 Peters, Jonas
5 Shah, Rajen Dinesh
3 Rothenhäusler, Dominik
3 Thanei, Gian-Andrea
2 Lauritzen, Steffen Lilholt
2 Meier, Lukas
2 Rice, John A.
2 Richardson, Thomas Stuart
2 Samworth, Richard J.
1 Ahmed, Ismaïl
1 Bareinboim, Elias
1 Bhattacharya, Debopam
1 Bickel, Peter John
1 Blanchard, Gilles
1 Brown, Phil
1 Ćevid, Domagoj
1 Chen, Shizhe
1 Choy, Tze
1 Crudu, Federico
1 Davison, Andrew J.
1 Dawid, Philip
1 Dezeure, Ruben
1 Didelez, Vanessa
1 Ding, Peng
1 Draper, David
1 Drton, Mathias
1 Engelke, Sebastian
1 Fang, Zhou
1 Feller, Avi
1 Fine, Jason Peter
1 Foster, Adam
1 Frot, Benjamin
1 Gandy, Axel
1 Gnecco, Nicola
1 Griffin, Jim E.
1 Hambly, Ben M.
1 Hansen, Niels Richard
1 Hastie, Trevor John
1 Heinze-Deml, Christina
1 Heinze, Christina
1 Hennig, Christian
1 Holmes, Christopher C.
1 Hothorn, Torsten
1 Hudgens, Michael G.
1 Kasza, Jessica
1 Kent, John T.
1 Kirk, Paul D. W.
1 Kumar, Kuldeep
1 Lee, Kuang-Yao
1 Leng, Chenlei
1 Levina, Elizaveta
1 Lewin, Alexandra M.
1 Linton, Oliver Bruce
1 Liu, Tianqi
1 López, Freddy Omar
1 Lozano, Aurélie C.
1 Lu, Zudi
1 Maathuis, Marloes H.
1 Mateu, Jorge
1 Mooij, Joris M.
1 Mukherjee, Sach
1 Nott, David John
1 Nugent, Rebecca
1 Oates, Chris J.
1 Pan, Wenliang
1 Plečko, Drago
1 Porcu, Emilio
1 Richardson, Sylvia
1 Rinaldo, Alessandro
1 Robins, James M.
1 Rothman, Adam J.
1 Schölkopf, Bernhard
1 Shawe-Taylor, John
1 Shojaie, Ali
1 Singh, Aarti
1 Stehlík, Milan
1 Stehlíková, Silvia
1 Stumpf, Michael P. H.
1 Sun, Shiliang
1 Thwaites, Peter Adam
1 Tibshirani, Robert John
1 Tong, Howell
1 Tsybakov, Alexandre B.
1 VanderWeele, Tyler J.
1 Wang, Linbo
1 Wasserman, Larry Alan
1 Weihs, Luca
1 Wen, Canhong
1 Yang, Eunho
1 Yen, Tso-Jung
1 Yen, Yu-Min
1 Yu, Bin
1 Yuan, Ming
1 Zhang, Cun-Hui
1 Zhao, Hongyu
1 Zhao, Qingyuan
1 Zheng, Charles Zhoucheng
1 Zhu, Ji
1 Zou, Hui

Publications by Year

Citations contained in zbMATH Open

31 Publications have been cited 1,430 times in 1,153 Documents Cited by Year
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
597
2006
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
154
2009
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
116
2010
Relaxed Lasso. Zbl 1452.62522
Meinshausen, Nicolai
85
2007
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
79
2009
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses. Zbl 1091.62059
Meinshausen, Nicolai; Rice, John
68
2006
Quantile regression forests. Zbl 1222.68262
Meinshausen, Nicolai
63
2006
Monte Carlo methods for the valuation of multiple-exercise options. Zbl 1169.91372
Meinshausen, N.; Hambly, B. M.
46
2004
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
38
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
26
2016
Hierarchical testing of variable importance. Zbl 1437.62557
Meinshausen, Nicolai
22
2008
False discovery control for multivariate tests of association under general independence. Zbl 1125.62077
Meinshausen, Nicolai
19
2006
Sign-constrained least squares estimation for high-dimensional regression. Zbl 1327.62422
Meinshausen, Nicolai
18
2013
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
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
A note on the Lasso for Gaussian graphical model selection. Zbl 1144.62326
Meinshausen, Nicolai
10
2008
Random projections for large-scale regression. Zbl 06815953
Thanei, Gian-Andrea; Heinze, Christina; Meinshausen, Nicolai
10
2017
Node harvest. Zbl 1220.62084
Meinshausen, Nicolai
9
2010
Group bound: confidence intervals for groups of variables in sparse high dimensional regression without assumptions on the design. Zbl 1414.62060
Meinshausen, Nicolai
8
2015
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 06991018
Weihs, L.; Drton, M.; Meinshausen, N.
7
2018
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
6
2015
Forest Garrote. Zbl 1326.62093
Meinshausen, Nicolai
4
2009
Efficient blind search: optimal power of detection under computational cost constraints. Zbl 1161.62087
Meinshausen, Nicolai; Bickel, Peter; Rice, John
4
2009
Minimum distance Lasso for robust high-dimensional regression. Zbl 1349.62322
Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho
4
2016
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
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
Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62089
Lauritzen, Steffen; Meinshausen, Nicolai
1
2012
On \(b\)-bit min-wise hashing for large-scale regression and classification with sparse data. Zbl 1468.68170
Shah, Rajen D.; Meinshausen, Nicolai
1
2018
Random intersection trees. Zbl 1317.68188
Shah, Rajen Dinesh; Meinshausen, Nicolai
1
2014
Sparse distance metric learning. Zbl 1306.65049
Choy, Tze; Meinshausen, Nicolai
1
2014
Spectral deconfounding via perturbed sparse linear models. Zbl 07306913
Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai
2
2020
Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions. Zbl 1420.62309
Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai
3
2019
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 06991018
Weihs, L.; Drton, M.; Meinshausen, N.
7
2018
On \(b\)-bit min-wise hashing for large-scale regression and classification with sparse data. Zbl 1468.68170
Shah, Rajen D.; Meinshausen, Nicolai
1
2018
Random projections for large-scale regression. Zbl 06815953
Thanei, Gian-Andrea; Heinze, Christina; Meinshausen, Nicolai
10
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
Minimum distance Lasso for robust high-dimensional regression. Zbl 1349.62322
Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho
4
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
Group bound: confidence intervals for groups of variables in sparse high dimensional regression without assumptions on the design. Zbl 1414.62060
Meinshausen, Nicolai
8
2015
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
6
2015
Random intersection trees. Zbl 1317.68188
Shah, Rajen Dinesh; Meinshausen, Nicolai
1
2014
Sparse distance metric learning. Zbl 1306.65049
Choy, Tze; Meinshausen, Nicolai
1
2014
Sign-constrained least squares estimation for high-dimensional regression. Zbl 1327.62422
Meinshausen, Nicolai
18
2013
Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62089
Lauritzen, Steffen; Meinshausen, Nicolai
1
2012
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
116
2010
Node harvest. Zbl 1220.62084
Meinshausen, Nicolai
9
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
154
2009
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
79
2009
Forest Garrote. Zbl 1326.62093
Meinshausen, Nicolai
4
2009
Efficient blind search: optimal power of detection under computational cost constraints. Zbl 1161.62087
Meinshausen, Nicolai; Bickel, Peter; Rice, John
4
2009
Hierarchical testing of variable importance. Zbl 1437.62557
Meinshausen, Nicolai
22
2008
A note on the Lasso for Gaussian graphical model selection. Zbl 1144.62326
Meinshausen, Nicolai
10
2008
Relaxed Lasso. Zbl 1452.62522
Meinshausen, Nicolai
85
2007
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
597
2006
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses. Zbl 1091.62059
Meinshausen, Nicolai; Rice, John
68
2006
Quantile regression forests. Zbl 1222.68262
Meinshausen, Nicolai
63
2006
False discovery control for multivariate tests of association under general independence. Zbl 1125.62077
Meinshausen, Nicolai
19
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
Monte Carlo methods for the valuation of multiple-exercise options. Zbl 1169.91372
Meinshausen, N.; Hambly, B. M.
46
2004
all top 5

Cited by 2,088 Authors

44 Bühlmann, Peter
20 Fan, Jianqing
20 Liu, Han
19 Van de Geer, Sara Anna
17 Meinshausen, Nicolai
14 Huang, Jian
14 Zhang, Cun-Hui
13 Wainwright, Martin J.
11 Goeman, Jelle J.
10 Jin, Jiashun
10 Liu, Yufeng
10 Tsybakov, Alexandre B.
10 Wasserman, Larry Alan
9 Li, Runze
9 Zou, Hui
8 Bickel, Peter John
8 Cai, Tony Tony
8 Hothorn, Torsten
8 Kim, Yongdai
8 Ma, Shuangge
8 Shojaie, Ali
8 Zhu, Ji
7 Bradic, Jelena
7 Drton, Mathias
7 Jeng, X. Jessie
7 Kolar, Mladen
7 Levina, Elizaveta
7 Scornet, Erwan
7 Shah, Rajen Dinesh
7 Shen, Xiaotong
7 Tibshirani, Robert John
7 Verzelen, Nicolas
6 Baladandayuthapani, Veerabhadran
6 Candès, Emmanuel J.
6 Chandrasekaran, Venkat
6 Dickhaus, Thorsten
6 Leng, Chenlei
6 Lv, Jinchi
6 Pan, Wei
6 Peters, Jonas
6 Ren, Zhao
6 Rinaldo, Alessandro
6 Samworth, Richard J.
6 Solari, Aldo
6 Xue, Lingzhou
6 Yang, Yuehan
6 Yu, Bin
5 Ambroise, Christophe
5 Biau, Gérard
5 Chen, Zehua
5 Claeskens, Gerda
5 Cui, Hengjian
5 Czado, Claudia
5 Fryzlewicz, Piotr
5 Ghosal, Subhashis
5 Hebiri, Mohamed
5 Hofner, Benjamin
5 James, Gareth M.
5 Lahiri, Soumendra Nath
5 Li, Hongzhe
5 Liu, Hanzhong
5 Lu, Junwei
5 Meier, Lukas
5 Ning, Yang
5 Purutçuoğlu, Vilda
5 Taylor, Jonathan E.
5 Wager, Stefan
5 Zhou, Harrison H.
4 Ağraz, Melih
4 Alquier, Pierre
4 Arias-Castro, Ery
4 Bender, Christian
4 Bertsimas, Dimitris John
4 Bunea, Florentina
4 Carrizosa, Emilio
4 Chernozhukov, Victor
4 Dezeure, Ruben
4 Fan, Yingying
4 Farcomeni, Alessio
4 Gandy, Axel
4 Hall, Peter Gavin
4 Hastie, Trevor John
4 Hemerik, Jesse
4 Jiao, Yuling
4 Kalisch, Markus
4 Kock, Anders Bredahl
4 Lafferty, John D.
4 Lecué, Guillaume
4 Lian, Heng
4 Lim, Johan
4 Lounici, Karim
4 Maathuis, Marloes H.
4 Mallick, Bani K.
4 Mayr, Andreas
4 Mazumder, Rahul
4 Michailidis, George C.
4 Mukherjee, Sach
4 Radchenko, Peter
4 Renaux, Claude
4 Schoenmakers, John G. M.
...and 1,988 more Authors
all top 5

Cited in 156 Serials

157 The Annals of Statistics
94 Electronic Journal of Statistics
64 Computational Statistics and Data Analysis
47 Journal of the American Statistical Association
46 The Annals of Applied Statistics
42 Journal of Multivariate Analysis
36 Statistical Science
32 Journal of Statistical Planning and Inference
28 Statistics and Computing
24 Journal of Machine Learning Research (JMLR)
22 Machine Learning
22 Bernoulli
21 Journal of Econometrics
21 Journal of Statistical Computation and Simulation
21 Journal of Computational and Graphical Statistics
19 Computational Statistics
18 Statistics & Probability Letters
17 Biometrics
16 Test
16 Statistica Sinica
16 Journal of the Royal Statistical Society. Series B. Statistical Methodology
14 Journal of Applied Statistics
13 Annals of the Institute of Statistical Mathematics
12 Communications in Statistics. Simulation and Computation
11 Scandinavian Journal of Statistics
10 Biometrical Journal
10 Communications in Statistics. Theory and Methods
10 Statistical Analysis and Data Mining
8 Neural Computation
8 Sankhyā. Series A
7 Journal of Nonparametric Statistics
7 Statistical Methods and Applications
7 Journal of the Korean Statistical Society
7 Bayesian Analysis
6 Statistics
6 European Journal of Operational Research
6 Statistical Papers
6 Quantitative Finance
6 Statistical Applications in Genetics and Molecular Biology
5 Psychometrika
5 Automatica
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 Proceedings of the National Academy of Sciences of the United States of America
4 Statistical Modelling
4 Journal of Statistical Theory and Practice
4 Statistics Surveys
4 Science China. Mathematics
3 The Canadian Journal of Statistics
3 Applied Mathematics and Optimization
3 Operations Research Letters
3 International Journal of Approximate Reasoning
3 Journal of Economic Dynamics & Control
3 Annals of Operations Research
3 Journal of Computational Neuroscience
3 Applied Mathematical Finance
3 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
3 Mathematical Methods of Operations Research
3 Chaos
3 Statistical Methodology
3 Advances in Data Analysis and Classification. ADAC
3 Journal of Probability and Statistics
3 SIAM/ASA Journal on Uncertainty Quantification
2 Inverse Problems
2 Metrika
2 Theory of Probability and its Applications
2 Information Sciences
2 Journal of Mathematical Psychology
2 Mathematics of Operations Research
2 Metron
2 Acta Mathematicae Applicatae Sinica. English Series
2 Sequential Analysis
2 Computers & Operations Research
2 Neural Networks
2 Linear Algebra and its Applications
2 Computational Optimization and Applications
2 SIAM Journal on Scientific Computing
2 Applied and Computational Harmonic Analysis
2 International Journal of Computer Vision
2 Finance and Stochastics
2 Optimization Methods & Software
2 Australian & New Zealand Journal of Statistics
2 Acta Mathematica Sinica. English Series
2 Biostatistics
2 Mathematical Programming Computation
2 Sankhyā. Series B
2 Japanese Journal of Statistics and Data Science
2 SIAM Journal on Mathematics of Data Science
1 Advances in Applied Probability
1 The American Statistician
1 Artificial Intelligence
1 Computers and Fluids
1 Journal of Statistical Physics
1 Applied Mathematics and Computation
1 Journal of Computational and Applied Mathematics
1 Journal of Computer and System Sciences
1 Journal of Optimization Theory and Applications
...and 56 more Serials

Citations by Year