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Meinshausen, Nicolai

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Author ID: meinshausen.nicolai Recent zbMATH articles by "Meinshausen, Nicolai"
Published as: Meinshausen, N.; Meinshausen, Nicolai
External Links: MGP
Documents Indexed: 38 Publications since 2004

Publications by Year

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
490
2006
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
129
2009
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
79
2010
Relaxed Lasso. Zbl 1452.62522
Meinshausen, Nicolai
73
2007
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses. Zbl 1091.62059
Meinshausen, Nicolai; Rice, John
62
2006
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
56
2009
Quantile regression forests. Zbl 1222.68262
Meinshausen, Nicolai
45
2006
Monte Carlo methods for the valuation of multiple-exercise options. Zbl 1169.91372
Meinshausen, N.; Hambly, B. M.
42
2004
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
21
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
19
2016
False discovery control for multivariate tests of association under general independence. Zbl 1125.62077
Meinshausen, Nicolai
17
2006
Hierarchical testing of variable importance. Zbl 1437.62557
Meinshausen, Nicolai
16
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
15
2005
Sign-constrained least squares estimation for high-dimensional regression. Zbl 1327.62422
Meinshausen, Nicolai
12
2013
A note on the Lasso for Gaussian graphical model selection. Zbl 1144.62326
Meinshausen, Nicolai
8
2008
Random projections for large-scale regression. Zbl 06815953
Thanei, Gian-Andrea; Heinze, Christina; Meinshausen, Nicolai
7
2017
Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Zbl 1246.62124
Meinshausen, Nicolai; Maathuis, Marloes H.; Bühlmann, Peter
6
2011
Node harvest. Zbl 1220.62084
Meinshausen, Nicolai
6
2010
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
5
2015
Forest Garrote. Zbl 1326.62093
Meinshausen, Nicolai
4
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
3
2019
Group bound: confidence intervals for groups of variables in sparse high dimensional regression without assumptions on the design. Zbl 1414.62060
Meinshausen, Nicolai
3
2015
Efficient blind search: optimal power of detection under computational cost constraints. Zbl 1161.62087
Meinshausen, Nicolai; Bickel, Peter; Rice, John
3
2009
Minimum distance Lasso for robust high-dimensional regression. Zbl 1349.62322
Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho
2
2016
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 06991018
Weihs, L.; Drton, M.; Meinshausen, N.
1
2018
On \(b\)-bit min-wise hashing for large-scale regression and classification with sparse data. Zbl 06982934
Shah, Rajen D.; Meinshausen, Nicolai
1
2018
Sparse distance metric learning. Zbl 1306.65049
Choy, Tze; Meinshausen, Nicolai
1
2014
Random intersection trees. Zbl 1317.68188
Shah, Rajen Dinesh; Meinshausen, Nicolai
1
2014
Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62089
Lauritzen, Steffen; Meinshausen, Nicolai
1
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
3
2019
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 06991018
Weihs, L.; Drton, M.; Meinshausen, N.
1
2018
On \(b\)-bit min-wise hashing for large-scale regression and classification with sparse data. Zbl 06982934
Shah, Rajen D.; Meinshausen, Nicolai
1
2018
Random projections for large-scale regression. Zbl 06815953
Thanei, Gian-Andrea; Heinze, Christina; Meinshausen, Nicolai
7
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
19
2016
Minimum distance Lasso for robust high-dimensional regression. Zbl 1349.62322
Lozano, Aurélie C.; Meinshausen, Nicolai; Yang, Eunho
2
2016
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
21
2015
Maximin effects in inhomogeneous large-scale data. Zbl 1317.62059
Meinshausen, Nicolai; Bühlmann, Peter
5
2015
Group bound: confidence intervals for groups of variables in sparse high dimensional regression without assumptions on the design. Zbl 1414.62060
Meinshausen, Nicolai
3
2015
Sparse distance metric learning. Zbl 1306.65049
Choy, Tze; Meinshausen, Nicolai
1
2014
Random intersection trees. Zbl 1317.68188
Shah, Rajen Dinesh; Meinshausen, Nicolai
1
2014
Sign-constrained least squares estimation for high-dimensional regression. Zbl 1327.62422
Meinshausen, Nicolai
12
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
6
2011
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
79
2010
Node harvest. Zbl 1220.62084
Meinshausen, Nicolai
6
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
129
2009
\(p\)-values for high-dimensional regression. Zbl 1205.62089
Meinshausen, Nicolai; Meier, Lukas; Bühlmann, Peter
56
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
3
2009
Hierarchical testing of variable importance. Zbl 1437.62557
Meinshausen, Nicolai
16
2008
A note on the Lasso for Gaussian graphical model selection. Zbl 1144.62326
Meinshausen, Nicolai
8
2008
Relaxed Lasso. Zbl 1452.62522
Meinshausen, Nicolai
73
2007
High-dimensional graphs and variable selection with the Lasso. Zbl 1113.62082
Meinshausen, Nicolai; Bühlmann, Peter
490
2006
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses. Zbl 1091.62059
Meinshausen, Nicolai; Rice, John
62
2006
Quantile regression forests. Zbl 1222.68262
Meinshausen, Nicolai
45
2006
False discovery control for multivariate tests of association under general independence. Zbl 1125.62077
Meinshausen, Nicolai
17
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
15
2005
Monte Carlo methods for the valuation of multiple-exercise options. Zbl 1169.91372
Meinshausen, N.; Hambly, B. M.
42
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

Citations by Year