Edit Profile (opens in new tab) Maathuis, Marloes H. Co-Author Distance Author ID: maathuis.marloes-h Published as: Maathuis, Marloes H.; Maathuis, Marloes; Maathuis, M. H. more...less External Links: MGP Documents Indexed: 23 Publications since 2007, including 2 Additional arXiv Preprints 2 Contributions as Editor Co-Authors: 26 Co-Authors with 24 Joint Publications 620 Co-Co-Authors all top 5 Co-Authors 0 single-authored 5 Kalisch, Markus 4 Bühlmann, Peter 3 Colombo, Diego 3 Henckel, Leonard 3 Nandy, Preetam 3 Perković, Emilija 3 Wellner, Jon August 2 Groeneboom, Piet 2 Hudgens, Michael G. 2 Richardson, Thomas Stuart 2 Textor, Johannes 1 Banerjee, Moulinath 1 Bunea, Florentina 1 Buttenschön, Martin 1 Didelez, Vanessa 1 Drton, Mathias 1 Falkeborg, Benjamin 1 Frot, Benjamin 1 Gilbert, Peter B. 1 Hauser, Alain 1 Huang, Jian 1 Kolchinskiĭ, Vladimir I’ich 1 Lauritzen, Steffen Lilholt 1 Li, Jinzhou 1 Meinshausen, Nicolai 1 Nowzohour, Christopher 1 Sokol, Alexander 1 Van de Geer, Sara Anna 1 Wainwright, Martin J. 1 Witte, Janine all top 5 Serials 8 The Annals of Statistics 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Journal of Machine Learning Research (JMLR) 2 Biometrika 2 Electronic Journal of Statistics 1 Scandinavian Journal of Statistics 1 Biometrics 1 Journal of Statistical Planning and Inference 1 Institute of Mathematical Statistics Collections 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods all top 5 Fields 23 Statistics (62-XX) 5 Combinatorics (05-XX) 4 Numerical analysis (65-XX) 3 Computer science (68-XX) 2 General and overarching topics; collections (00-XX) 1 Integral equations (45-XX) 1 Probability theory and stochastic processes (60-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 21 Publications have been cited 258 times in 177 Documents Cited by ▼ Year ▼ Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118 Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter 43 2009 Learning high-dimensional directed acyclic graphs with latent and selection variables. Zbl 1246.62131 Colombo, Diego; Maathuis, Marloes H.; Kalisch, Markus; Richardson, Thomas S. 30 2012 Order-independent constraint-based causal structure learning. Zbl 1312.68165 Colombo, Diego; Maathuis, Marloes H. 29 2014 Current status data with competing risks: consistency and rates of convergence of the MLE. Zbl 1360.62123 Groeneboom, Piet; Maathuis, Marloes H.; Wellner, Jon A. 24 2008 Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm. Zbl 1233.62135 Bühlmann, P.; Kalisch, M.; Maathuis, M. H. 24 2010 Current status data with competing risks: Limiting distribution of the MLE. Zbl 1216.62047 Groeneboom, Piet; Maathuis, Marloes H.; Wellner, Jon A. 20 2008 High-dimensional consistency in score-based and hybrid structure learning. Zbl 1411.62144 Nandy, Preetam; Hauser, Alain; Maathuis, Marloes H. 19 2018 Handbook of graphical models. Zbl 1410.62001 19 2019 Estimating the effect of joint interventions from observational data in sparse high-dimensional settings. Zbl 1426.62286 Nandy, Preetam; Maathuis, Marloes H.; Richardson, Thomas S. 12 2017 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 Nonparametric inference for competing risks current status data with continuous, discrete or grouped observation times. Zbl 1215.62033 Maathuis, M. H.; Hudgens, M. G. 10 2011 A generalized back-door criterion. Zbl 1320.62157 Maathuis, Marloes H.; Colombo, Diego 10 2015 Inconsistency of the MLE for the joint distribution of interval-censored survival times and continuous marks. Zbl 1164.62076 Maathuis, Marloes H.; Wellner, Jon A. 8 2008 GGM knockoff filter: false discovery rate control for Gaussian graphical models. Zbl 07555495 Li, Jinzhou; Maathuis, Marloes H. 6 2021 Nonparametric estimation of the joint distribution of a survival time subject to interval censoring and a continuous mark variable. Zbl 1137.62020 Hudgens, Michael G.; Maathuis, Marloes H.; Gilbert, Peter B. 5 2007 Distributional equivalence and structure learning for bow-free acyclic path diagrams. Zbl 1384.62209 Nowzohour, Christopher; Maathuis, Marloes H.; Evans, Robin J.; Bühlmann, Peter 3 2017 Robust causal structure learning with some hidden variables. Zbl 1420.62361 Frot, Benjamin; Nandy, Preetam; Maathuis, Marloes H. 3 2019 Complete graphical characterization and construction of adjustment sets in Markov equivalence classes of ancestral graphs. Zbl 1473.62199 Perković, Emilija; Textor, Johannes; Kalisch, Markus; Maathuis, Marloes H. 3 2018 Quantifying identifiability in independent component analysis. Zbl 1298.62045 Sokol, Alexander; Maathuis, Marloes H.; Falkeborg, Benjamin 1 2014 Graphical criteria for efficient total effect estimation via adjustment in causal linear models. Zbl 07593423 Henckel, Leonard; Perković, Emilija; Maathuis, Marloes H. 1 2022 On efficient adjustment in causal graphs. Zbl 07306925 Witte, Janine; Henckel, Leonard; Maathuis, Marloes H.; Didelez, Vanessa 1 2020 Graphical criteria for efficient total effect estimation via adjustment in causal linear models. Zbl 07593423 Henckel, Leonard; Perković, Emilija; Maathuis, Marloes H. 1 2022 GGM knockoff filter: false discovery rate control for Gaussian graphical models. Zbl 07555495 Li, Jinzhou; Maathuis, Marloes H. 6 2021 On efficient adjustment in causal graphs. Zbl 07306925 Witte, Janine; Henckel, Leonard; Maathuis, Marloes H.; Didelez, Vanessa 1 2020 Handbook of graphical models. Zbl 1410.62001 19 2019 Robust causal structure learning with some hidden variables. Zbl 1420.62361 Frot, Benjamin; Nandy, Preetam; Maathuis, Marloes H. 3 2019 High-dimensional consistency in score-based and hybrid structure learning. Zbl 1411.62144 Nandy, Preetam; Hauser, Alain; Maathuis, Marloes H. 19 2018 Complete graphical characterization and construction of adjustment sets in Markov equivalence classes of ancestral graphs. Zbl 1473.62199 Perković, Emilija; Textor, Johannes; Kalisch, Markus; Maathuis, Marloes H. 3 2018 Estimating the effect of joint interventions from observational data in sparse high-dimensional settings. Zbl 1426.62286 Nandy, Preetam; Maathuis, Marloes H.; Richardson, Thomas S. 12 2017 Distributional equivalence and structure learning for bow-free acyclic path diagrams. Zbl 1384.62209 Nowzohour, Christopher; Maathuis, Marloes H.; Evans, Robin J.; Bühlmann, Peter 3 2017 A generalized back-door criterion. Zbl 1320.62157 Maathuis, Marloes H.; Colombo, Diego 10 2015 Order-independent constraint-based causal structure learning. Zbl 1312.68165 Colombo, Diego; Maathuis, Marloes H. 29 2014 Quantifying identifiability in independent component analysis. Zbl 1298.62045 Sokol, Alexander; Maathuis, Marloes H.; Falkeborg, Benjamin 1 2014 Learning high-dimensional directed acyclic graphs with latent and selection variables. Zbl 1246.62131 Colombo, Diego; Maathuis, Marloes H.; Kalisch, Markus; Richardson, Thomas S. 30 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 Nonparametric inference for competing risks current status data with continuous, discrete or grouped observation times. Zbl 1215.62033 Maathuis, M. H.; Hudgens, M. G. 10 2011 Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm. Zbl 1233.62135 Bühlmann, P.; Kalisch, M.; Maathuis, M. H. 24 2010 Estimating high-dimensional intervention effects from observational data. Zbl 1191.62118 Maathuis, Marloes H.; Kalisch, Markus; Bühlmann, Peter 43 2009 Current status data with competing risks: consistency and rates of convergence of the MLE. Zbl 1360.62123 Groeneboom, Piet; Maathuis, Marloes H.; Wellner, Jon A. 24 2008 Current status data with competing risks: Limiting distribution of the MLE. Zbl 1216.62047 Groeneboom, Piet; Maathuis, Marloes H.; Wellner, Jon A. 20 2008 Inconsistency of the MLE for the joint distribution of interval-censored survival times and continuous marks. Zbl 1164.62076 Maathuis, Marloes H.; Wellner, Jon A. 8 2008 Nonparametric estimation of the joint distribution of a survival time subject to interval censoring and a continuous mark variable. Zbl 1137.62020 Hudgens, Michael G.; Maathuis, Marloes H.; Gilbert, Peter B. 5 2007 all cited Publications top 5 cited Publications all top 5 Cited by 336 Authors 12 Bühlmann, Peter 9 Maathuis, Marloes H. 8 Groeneboom, Piet 6 Castelletti, Federico 6 Drton, Mathias 6 Jongbloed, Geurt 6 Wellner, Jon August 5 Consonni, Guido 4 Kuipers, Jack B. 4 Kuroki, Manabu 4 Moffa, Giusi 4 Peters, Jonas 4 Uhler, Caroline 3 Bielza, Concha 3 Dickhaus, Thorsten 3 He, Yangbo 3 Javidian, Mohammad Ali 3 Larrañaga, Pedro 3 Li, Chenxi 3 Schweinberger, Michael 3 Scutari, Marco 3 Shojaie, Ali 3 Valtorta, Marco 3 Yu, Qiqing 3 Zhou, Qing 2 Atienza, David 2 Bandyopadhyay, Dipankar 2 Bodnar, Taras 2 Chiogna, Monica 2 Chobtham, Kiattikun 2 Colombo, Diego 2 Constantinou, Anthony C. 2 Dewanji, Anup 2 Ernest, Jan 2 Fang, Zhuangyan 2 Finos, Livio 2 Fox, Christopher J. 2 Geng, Zhi 2 Hansen, Niels Richard 2 Hill, Steven M. 2 Hudgens, Michael G. 2 Jamshidi, Pooyan 2 Kahle, Thomas 2 Kalisch, Markus 2 Kitson, Neville K. 2 Koley, Tamalika 2 Li, Lexin 2 Lim, Johan 2 Liśkiewicz, Maciej 2 Liu, Yue 2 Malov, Sergey V. 2 Mukherjee, Sach 2 Nandy, Preetam 2 Nanmo, Hisayoshi 2 Qin, Jing 2 Roverato, Alberto 2 Runge, Jakob 2 Spirtes, Peter 2 Stella, Fabio 2 Sullivant, Seth 2 Sun, Wei 2 Textor, Johannes 2 Titman, Andrew C. 2 Wang, Jiaping 2 Witte, Birgit I. 2 Yu, Bin 1 Aghdam, Rosa 1 Améndola, Carlos 1 Arias-Castro, Ery 1 Bakoyannis, Giorgos 1 Balabanov, O. S. 1 Balabdaoui, Fadoua 1 Banerjee, Moulinath 1 Bates, Stephen 1 Ben-David, Emanuel 1 Beskos, Alexandros 1 Bhamidi, Shankar 1 Blei, David M. 1 Blythe, Duncan A. J. 1 Bodewes, Tjebbe 1 Boege, Tobias 1 Bongers, Stephan 1 Bregoli, Alessandro 1 Candès, Emmanuel J. 1 Carone, Marco 1 Carulla, Juan 1 Chae, Minwoo 1 Chang, Hyunwoong 1 Chen, Baojiang 1 Chen, Shiyun 1 Chen, Wenyu 1 Cheng, Debo 1 Christiansen, Rune 1 Chung, Eunyi 1 Clarke, Oliver 1 Cohen, Albert 1 Córdoba, Irene 1 Cui, Ruifei 1 Dallakyan, Aramayis 1 Datta, Somnath ...and 236 more Authors all top 5 Cited in 62 Serials 18 The Annals of Statistics 11 International Journal of Approximate Reasoning 11 Journal of Machine Learning Research (JMLR) 11 Electronic Journal of Statistics 7 Biometrics 6 Statistical Science 5 Journal of Multivariate Analysis 5 Statistical Methods and Applications 5 The Annals of Applied Statistics 4 Artificial Intelligence 4 Scandinavian Journal of Statistics 4 Journal of Statistical Computation and Simulation 4 Computational Statistics and Data Analysis 4 Journal of Applied Statistics 4 Statistics and Computing 3 Journal of the American Statistical Association 3 Journal of Statistical Planning and Inference 3 Bernoulli 3 Data Mining and Knowledge Discovery 3 Bayesian Analysis 2 Information Sciences 2 Statistica Neerlandica 2 Advances in Applied Mathematics 2 Machine Learning 2 Neural Computation 2 Communications in Statistics. Simulation and Computation 2 Communications in Statistics. Theory and Methods 2 Test 2 The Journal of Artificial Intelligence Research (JAIR) 2 Lifetime Data Analysis 2 Journal of Nonparametric Statistics 2 Chaos 2 Journal of the Korean Statistical Society 2 AStA. Advances in Statistical Analysis 2 Journal of Computational and Graphical Statistics 1 The Canadian Journal of Statistics 1 Metrika 1 Psychometrika 1 Annals of the Institute of Statistical Mathematics 1 Biometrical Journal 1 Journal of Approximation Theory 1 Journal of Econometrics 1 Statistics & Probability Letters 1 Acta Mathematicae Applicatae Sinica. English Series 1 Statistics 1 Constructive Approximation 1 New Generation Computing 1 SIAM Journal on Matrix Analysis and Applications 1 Linear Algebra and its Applications 1 Proceedings of the National Academy of Sciences of the United States of America 1 Cybernetics and Systems Analysis 1 Statistica Sinica 1 Annals of Mathematics and Artificial Intelligence 1 Mathematical Methods of Operations Research 1 Wuhan University Journal of Natural Sciences (WUJNS) 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Foundations of Computational Mathematics 1 ASTIN Bulletin 1 Oberwolfach Reports 1 Sankhyā. Series A 1 Sankhyā. Series B 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 16 Fields 155 Statistics (62-XX) 50 Computer science (68-XX) 24 Combinatorics (05-XX) 13 Numerical analysis (65-XX) 7 Probability theory and stochastic processes (60-XX) 4 Algebraic geometry (14-XX) 4 Biology and other natural sciences (92-XX) 3 Commutative algebra (13-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 General and overarching topics; collections (00-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 1 Group theory and generalizations (20-XX) 1 Approximations and expansions (41-XX) 1 Integral equations (45-XX) 1 Operations research, mathematical programming (90-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year