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Meinshausen, Nicolai

Author ID: meinshausen.nicolai Recent zbMATH articles by "Meinshausen, Nicolai"
Published as: Meinshausen, Nicolai; Meinshausen, N.
External Links: MGP · Wikidata · GND · IdRef · theses.fr
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 Heinze-Deml, Christina
2 Lauritzen, Steffen Lilholt
2 Meier, Lukas
2 Rice, John A.
2 Richardson, Thomas Stuart
2 Samworth, Richard J.
2 Yu, Bin
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 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 S.
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, 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 McWilliams, Brian
1 Michel, Loris
1 Mooij, Joris M.
1 Mukherjee, Sach
1 Näf, Jeffrey
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 Rocha, Guilherme V.
1 Rothman, Adam J.
1 Schölkopf, Bernhard
1 Shawe-Taylor, John
1 Shojaie, Ali
1 Singh, Aarti
1 Spohn, Meta-Lina
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 Yuan, Ming
1 Zhang, Cun-Hui
1 Zhao, Hongyu
...and 4 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

38 Publications have been cited 2,230 times in 1,790 Documents Cited by Year
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
845
2006
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
274
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
195
2009
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
131
2009
Relaxed Lasso. Zbl 1452.62522
Meinshausen, Nicolai
121
2007
Quantile regression forests. Zbl 1222.68262
Meinshausen, Nicolai
115
2006
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses. Zbl 1091.62059
Meinshausen, Nicolai; Rice, John
80
2006
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
74
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
58
2016
Monte Carlo methods for the valuation of multiple-exercise options. Zbl 1169.91372
Meinshausen, N.; Hambly, B. M.
49
2004
Hierarchical testing of variable importance. Zbl 1437.62557
Meinshausen, Nicolai
34
2008
Sign-constrained least squares estimation for high-dimensional regression. Zbl 1327.62422
Meinshausen, Nicolai
22
2013
False discovery control for multivariate tests of association under general independence. Zbl 1125.62077
Meinshausen, Nicolai
21
2006
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 1499.62190
Weihs, L.; Drton, M.; Meinshausen, N.
21
2018
Group bound: confidence intervals for groups of variables in sparse high dimensional regression without assumptions on the design. Zbl 1414.62060
Meinshausen, Nicolai
19
2015
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
17
2005
Node harvest. Zbl 1220.62084
Meinshausen, Nicolai
16
2010
Random projections for large-scale regression. Zbl 06815953
Thanei, Gian-Andrea; Heinze, Christina; Meinshausen, Nicolai
16
2017
Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124
Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter
14
2011
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
13
2015
Anchor regression: heterogeneous data meet causality. Zbl 07555263
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter; Peters, Jonas
13
2021
Minimum distance Lasso for robust high-dimensional regression. Zbl 1349.62322
Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho
12
2016
A note on the Lasso for Gaussian graphical model selection. Zbl 1144.62326
Meinshausen, Nicolai
11
2008
Causal discovery in heavy-tailed models. Zbl 1475.62130
Gnecco, Nicola; Meinshausen, Nicolai; Peters, Jonas; Engelke, Sebastian
9
2021
Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions. Zbl 1420.62309
Rothenhäusler, Dominik; Bühlmann, Peter; Meinshausen, Nicolai
8
2019
Spectral deconfounding via perturbed sparse linear models. Zbl 1533.62050
Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai
7
2020
Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding. Zbl 07554758
Shah, Rajen D.; Frot, Benjamin; Thanei, Gian-Andrea; Meinshausen, Nicolai
7
2020
Efficient blind search: optimal power of detection under computational cost constraints. Zbl 1161.62087
Meinshausen, Nicolai; Bickel, Peter; Rice, John
6
2009
Forest Garrote. Zbl 1326.62093
Meinshausen, Nicolai
4
2009
Conditional variance penalties and domain shift robustness. Zbl 07432804
Heinze-Deml, Christina; Meinshausen, Nicolai
4
2021
Confidence intervals for maximin effects in inhomogeneous large-scale data. Zbl 1384.62110
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter
3
2016
Fair data adaptation with quantile preservation. Zbl 1532.68084
Plečko, Drago; Meinshausen, Nicolai
3
2020
Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62089
Lauritzen, Steffen; Meinshausen, Nicolai
2
2012
The \(xyz\) algorithm for fast interaction search in high-dimensional data. Zbl 1467.62123
Thanei, Gian-Andrea; Meinshausen, Nicolai; Shah, Rajen D.
2
2018
Random intersection trees. Zbl 1317.68188
Shah, Rajen Dinesh; Meinshausen, Nicolai
1
2014
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
Sparse distance metric learning. Zbl 1306.65049
Choy, Tze; Meinshausen, Nicolai
1
2014
Preserving privacy between features in distributed estimation. Zbl 07851077
Heinze-Deml, Christina; McWilliams, Brian; Meinshausen, Nicolai
1
2018
Anchor regression: heterogeneous data meet causality. Zbl 07555263
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter; Peters, Jonas
13
2021
Causal discovery in heavy-tailed models. Zbl 1475.62130
Gnecco, Nicola; Meinshausen, Nicolai; Peters, Jonas; Engelke, Sebastian
9
2021
Conditional variance penalties and domain shift robustness. Zbl 07432804
Heinze-Deml, Christina; Meinshausen, Nicolai
4
2021
Spectral deconfounding via perturbed sparse linear models. Zbl 1533.62050
Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai
7
2020
Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding. Zbl 07554758
Shah, Rajen D.; Frot, Benjamin; Thanei, Gian-Andrea; Meinshausen, Nicolai
7
2020
Fair data adaptation with quantile preservation. Zbl 1532.68084
Plečko, Drago; Meinshausen, Nicolai
3
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
8
2019
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 1499.62190
Weihs, L.; Drton, M.; Meinshausen, N.
21
2018
The \(xyz\) algorithm for fast interaction search in high-dimensional data. Zbl 1467.62123
Thanei, Gian-Andrea; Meinshausen, Nicolai; Shah, Rajen D.
2
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
Preserving privacy between features in distributed estimation. Zbl 07851077
Heinze-Deml, Christina; McWilliams, Brian; Meinshausen, Nicolai
1
2018
Random projections for large-scale regression. Zbl 06815953
Thanei, Gian-Andrea; Heinze, Christina; Meinshausen, Nicolai
16
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
58
2016
Minimum distance Lasso for robust high-dimensional regression. Zbl 1349.62322
Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho
12
2016
Confidence intervals for maximin effects in inhomogeneous large-scale data. Zbl 1384.62110
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter
3
2016
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
74
2015
Group bound: confidence intervals for groups of variables in sparse high dimensional regression without assumptions on the design. Zbl 1414.62060
Meinshausen, Nicolai
19
2015
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
13
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
22
2013
Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62089
Lauritzen, Steffen; Meinshausen, Nicolai
2
2012
Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124
Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter
14
2011
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
274
2010
Node harvest. Zbl 1220.62084
Meinshausen, Nicolai
16
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
195
2009
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
131
2009
Efficient blind search: optimal power of detection under computational cost constraints. Zbl 1161.62087
Meinshausen, Nicolai; Bickel, Peter; Rice, John
6
2009
Forest Garrote. Zbl 1326.62093
Meinshausen, Nicolai
4
2009
Hierarchical testing of variable importance. Zbl 1437.62557
Meinshausen, Nicolai
34
2008
A note on the Lasso for Gaussian graphical model selection. Zbl 1144.62326
Meinshausen, Nicolai
11
2008
Relaxed Lasso. Zbl 1452.62522
Meinshausen, Nicolai
121
2007
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
845
2006
Quantile regression forests. Zbl 1222.68262
Meinshausen, Nicolai
115
2006
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses. Zbl 1091.62059
Meinshausen, Nicolai; Rice, John
80
2006
False discovery control for multivariate tests of association under general independence. Zbl 1125.62077
Meinshausen, Nicolai
21
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
17
2005
Monte Carlo methods for the valuation of multiple-exercise options. Zbl 1169.91372
Meinshausen, N.; Hambly, B. M.
49
2004
all top 5

Cited by 3,239 Authors

53 Bühlmann, Peter
22 Fan, Jianqing
22 Liu, Han
20 Huang, Jian
19 Meinshausen, Nicolai
19 Van de Geer, Sara Anna
16 Liu, Yufeng
14 Ma, Shuangge
14 Zhang, Cun-Hui
13 Goeman, Jelle J.
13 Li, Runze
13 Wainwright, Martin J.
13 Zhu, Ji
12 Drton, Mathias
12 Hothorn, Torsten
12 Kolar, Mladen
11 Cai, Tianwen
11 Candès, Emmanuel J.
11 Michailidis, George C.
11 Pan, Wei
11 Shen, Xiaotong
11 Tsybakov, Alexandre B.
11 Wasserman, Larry Alan
11 Zou, Hui
10 Jin, Jiashun
10 Shojaie, Ali
9 Claeskens, Gerda
9 Shah, Rajen Dinesh
9 Yang, Yuehan
8 Baladandayuthapani, Veerabhadran
8 Bickel, Peter John
8 Kim, Yongdai
8 Levina, Elizaveta
8 Li, Gaorong
8 Li, Hongzhe
8 Mallick, Bani K.
8 Tibshirani, Robert John
8 Xue, Lingzhou
8 Zhang, Tong
7 Allen, Genevera I.
7 Bradic, Jelena
7 Chi, Eric C.
7 Li, Bing
7 Liang, Faming
7 Lu, Junwei
7 Mukherjee, Sach
7 Peters, Jonas
7 Rinaldo, Alessandro
7 Scornet, Erwan
7 Solari, Aldo
7 Verzelen, Nicolas
7 Yu, Bin
7 Zheng, Zemin
6 Bogdan, Małgorzata
6 Boulesteix, Anne-Laure Isabeau
6 Chandrasekaran, Venkat
6 Chen, Li-Pang
6 Cui, Hengjian
6 Dickhaus, Thorsten
6 Engelke, Sebastian
6 Ghosal, Subhashis
6 Guo, Xu
6 Jeng, X. Jessie
6 Leng, Chenlei
6 Li, Lexin
6 Liu, Jin
6 Lv, Jinchi
6 Mayr, Andreas
6 Ni, Yang
6 Pircalabelu, Eugen
6 Purutçuoğlu, Vilda
6 Ren, Zhao
6 Samworth, Richard J.
6 Taylor, Jonathan E.
6 Tibshirani, Ryan J.
6 Wager, Stefan
6 Yang, Yuhong
6 Zhang, Qingzhao
6 Zhang, Xinsheng
6 Zhao, Hongyu
6 Zou, Changliang
5 Ağraz, Melih
5 Ambroise, Christophe
5 Biau, Gérard
5 Carrizosa, Emilio
5 Chen, Zehua
5 Chernozhukov, Victor
5 Czado, Claudia
5 Fang, Kuangnan
5 Feng, Yang
5 Fryzlewicz, Piotr
5 Guo, Zijian
5 Han, Fang
5 Hastie, Trevor John
5 Hebiri, Mohamed
5 Hemerik, Jesse
5 Hofner, Benjamin
5 James, Gareth M.
5 Khare, Kshitij
5 Kock, Anders Bredahl
...and 3,139 more Authors
all top 5

Cited in 202 Serials

171 The Annals of Statistics
118 Journal of the American Statistical Association
110 Electronic Journal of Statistics
87 Computational Statistics and Data Analysis
64 The Annals of Applied Statistics
59 Journal of Machine Learning Research (JMLR)
53 Biometrics
52 Journal of Multivariate Analysis
43 Statistics and Computing
39 Statistical Science
36 Journal of Statistical Planning and Inference
29 Statistica Sinica
29 Journal of Computational and Graphical Statistics
29 Statistics in Medicine
28 Journal of Econometrics
27 Journal of Statistical Computation and Simulation
26 Biometrical Journal
26 Bernoulli
25 Scandinavian Journal of Statistics
25 Machine Learning
24 Computational Statistics
21 Communications in Statistics. Theory and Methods
21 Journal of Applied Statistics
20 Test
19 Statistics & Probability Letters
17 Communications in Statistics. Simulation and Computation
17 Statistical Analysis and Data Mining
16 Annals of the Institute of Statistical Mathematics
16 Journal of the Royal Statistical Society. Series B. Statistical Methodology
16 Wiley Interdisciplinary Reviews. WIREs Computational Statistics
15 Stat
14 The Canadian Journal of Statistics
12 Technometrics
10 International Statistical Review
10 Statistical Papers
9 Australian & New Zealand Journal of Statistics
9 Statistical Applications in Genetics and Molecular Biology
9 The International Journal of Biostatistics
9 Journal of the Korean Statistical Society
9 Bayesian Analysis
8 Psychometrika
8 Statistics
8 Neural Computation
8 Statistical Methods and Applications
8 Sankhyā. Series A
7 European Journal of Operational Research
7 Journal of Nonparametric Statistics
7 Quantitative Finance
7 Journal of Business and Economic Statistics
6 Mathematical Programming. Series A. Series B
6 Advances in Data Analysis and Classification. ADAC
6 Science China. Mathematics
5 Inverse Problems
5 Automatica
5 Information Sciences
5 Journal of Time Series Analysis
5 Journal of Classification
5 Journal of Economic Dynamics & Control
5 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
5 Mathematical Finance
5 Chaos
5 International Journal of Theoretical and Applied Finance
5 Econometric Theory
5 Computational & Mathematical Methods in Medicine
5 Journal of Statistical Theory and Practice
5 Statistics Surveys
4 The American Statistician
4 Metrika
4 Chinese Journal of Applied Probability and Statistics
4 Annals of Operations Research
4 Proceedings of the National Academy of Sciences of the United States of America
4 Data Mining and Knowledge Discovery
4 Extremes
4 Applied Stochastic Models in Business and Industry
4 Statistical Modelling
4 SIAM Journal on Mathematics of Data Science
3 Advances in Applied Probability
3 Artificial Intelligence
3 Computer Methods in Applied Mechanics and Engineering
3 Theory of Probability and its Applications
3 Applied Mathematics and Computation
3 Applied Mathematics and Optimization
3 Statistica Neerlandica
3 Insurance Mathematics & Economics
3 Operations Research Letters
3 Computers & Operations Research
3 International Journal of Approximate Reasoning
3 Journal of Scientific Computing
3 Stochastic Processes and their Applications
3 SIAM Journal on Scientific Computing
3 Journal of Computational Neuroscience
3 Applied Mathematical Finance
3 Lifetime Data Analysis
3 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
3 Mathematical Methods of Operations Research
3 Acta Mathematica Sinica. English Series
3 Journal of Statistical Mechanics: Theory and Experiment
3 Statistical Methodology
3 Journal of Probability and Statistics
3 SIAM/ASA Journal on Uncertainty Quantification
...and 102 more Serials
all top 5

Cited in 36 Fields

1,627 Statistics (62-XX)
206 Computer science (68-XX)
149 Numerical analysis (65-XX)
98 Probability theory and stochastic processes (60-XX)
97 Operations research, mathematical programming (90-XX)
86 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
70 Biology and other natural sciences (92-XX)
59 Combinatorics (05-XX)
26 Information and communication theory, circuits (94-XX)
18 Systems theory; control (93-XX)
17 Linear and multilinear algebra; matrix theory (15-XX)
12 Calculus of variations and optimal control; optimization (49-XX)
7 Partial differential equations (35-XX)
5 Statistical mechanics, structure of matter (82-XX)
5 Geophysics (86-XX)
4 General and overarching topics; collections (00-XX)
4 Approximations and expansions (41-XX)
4 Operator theory (47-XX)
3 Functional analysis (46-XX)
2 History and biography (01-XX)
2 Real functions (26-XX)
2 Ordinary differential equations (34-XX)
2 Convex and discrete geometry (52-XX)
2 Mechanics of deformable solids (74-XX)
2 Fluid mechanics (76-XX)
2 Quantum theory (81-XX)
1 Group theory and generalizations (20-XX)
1 Special functions (33-XX)
1 Dynamical systems and ergodic theory (37-XX)
1 Harmonic analysis on Euclidean spaces (42-XX)
1 Integral transforms, operational calculus (44-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

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