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M

Marloes H. Maathuis

independent researcher, the netherlands

26H-index
101Paper Count
3.9KCitation Count
Published Papers 25
Publication Date
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Community-based causal evidence that high habitual caffeine consumption alters distinct polysomnography-derived sleep variables
errJournal of Psychopharmacology
IF5.5
err2025-10-18
err0
errOAAI
errBenjamin Stucky; Leonard Henckel; Marloes H. Maathuis; José Haba-Rubio; Pedro Marques-Vidal; Francesca Siclari; Raphaël Heinzer; Hans-Peter Landolt
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Simultaneous false discovery proportion bounds via knockoffs and closed testing
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2024-03-04
err1
errOAAI
errLi, Jinzhou; Maathuis, Marloes H.; Goeman, Jelle J.
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errSave
Estimation and Inference of Extremal Quantile Treatment Effects for Heavy-Tailed Distributions
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2023-10-03
err5
errOAAI
errDeuber, David; Li, Jinzhou; Engelke, Sebastian; Maathuis, Marloes H.
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Estimation and worldwide monitoring of the effective reproductive number of SARS-CoV-2
errELIFE
IF0
err2022-08-08
err37
errOAAI
errHuisman, Jana S.; Scire, Jeremie; Angst, Daniel C.; Li, Jinzhou; Neher, Richard A.; Maathuis, Marloes H.; Bonhoeffer, Sebastian; Stadler, Tanja; Davenport, Miles P.
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Graphical criteria for efficient total effect estimation via adjustment in causal linear models
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2022-03-21
err28
errOAAI
errHenckel, Leonard; Perkovic, Emilija; Maathuis, Marloes H.
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Comprehensive statistical analysis of predictive markers to immune checkpoint inhibitors in patients with non-small cell lung cancer
errANNALS OF ONCOLOGY
IF65.4
err2021-12-01
err0
errOAAI
errHiltbrunner, S.; Spohn, M-L.; Wechsler, R.; Sanoyan, D. Akhoundova; Bankel, L.; Kasser, S.; Bihr, S.; Britschgi, C.; Maathuis, M. H.; Curioni-Fontecedro, A.
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GGM knockoff filter: False discovery rate control for Gaussian graphical models
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2021-07-01
err18
errOAAI
errLi, Jinzhou; Maathuis, Marloes H.
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Loss to follow-up correction increased mortality estimates in HIV-positive people on antiretroviral therapy in Mozambique
errJOURNAL OF CLINICAL EPIDEMIOLOGY
IF5.2
err2020-12-01
err14
errOAAI
errAnderegg, Nanina; Hector, Jonas; Jefferys, Laura F.; Burgos-Soto, Juan; Hobbins, Michael A.; Ehmer, Jochen; Meier, Lukas; Maathuis, Marloes H.; Egger, Matthias
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Robust causal structure learning with some hidden variables
errJOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
IF3.6
err2019-03-08
err22
errOAAI
errFrot, Benjamin; Nandy, Preetam; Maathuis, Marloes H.
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HIGH-DIMENSIONAL CONSISTENCY IN SCORE-BASED AND HYBRID STRUCTURE LEARNING
errANNALS OF STATISTICS
IF3.7
err2018-12-01
err72
errOAAI
errNandy, Preetam; Hauser, Alain; Maathuis, Marloes H.
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From hype to reality: data science enabling personalized medicine
errBMC MEDICINE
IF8.3
err2018-08-27
err262
errOAAI
errFroehlich, Holger; Balling, Rudi; Beerenwinkel, Niko; Kohlbacher, Oliver; Kumar, Santosh; Lengauer, Thomas; Maathuis, Marloes H.; Moreau, Yves; Murphy, Susan A.; Przytycka, Teresa M.; Rebhan, Michael; Rost, Hannes; Schuppert, Andreas; Schwab, Matthias; Spang, Rainer; Stekhoven, Daniel; Sun, Jimeng; Weber, Andreas; Ziemek, Daniel; Zupan, Blaz
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errSave
Causal Structure Learning
errANNUAL REVIEW OF STATISTICS AND ITS APPLICATION
IF0
err2018-03-07
err109
errOAAI
errHeinze-Deml, Christina; Maathuis, Marloes H.; Meinshausen, Nicolai
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ESTIMATING THE EFFECT OF JOINT INTERVENTIONS FROM OBSERVATIONAL DATA IN SPARSE HIGH-DIMENSIONAL SETTINGS
errANNALS OF STATISTICS
IF3.7
err2017-04-01
err49
errOAAI
errNandy, Preetam; Maathuis, Marloes H.; Richardson, Thomas S.
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errSave
Structure Learning in Graphical Modeling
errANNUAL REVIEW OF STATISTICS AND ITS APPLICATION
IF0
err2017-03-07
err150
errOAAI
errDrton, Mathias; Maathuis, Marloes H.
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Promises, Pitfalls, and Basic Guidelines for Applying Machine Learning Classifiers to Psychiatric Imaging data, with Autism as an example
errFRONTIERS IN PSYCHIATRY
IF3.2
err2016-12-01
err87
errOAAI
errKassraian-Fard, Pegah; Matthis, Caroline; Balsters, Joshua H.; Maathuis, Marloes H.; Wenderoth, Nicole
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A GENERALIZED BACK-DOOR CRITERION
errANNALS OF STATISTICS
IF3.7
err2015-06-01
err59
errOAAI
errMaathuis, Marloes H.; Colombo, Diego
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LEARNING HIGH-DIMENSIONAL DIRECTED ACYCLIC GRAPHS WITH LATENT AND SELECTION VARIABLES
errANNALS OF STATISTICS
IF3.7
err2012-02-01
err308
errOAAI
errColombo, Diego; Maathuis, Marloes H.; Kalisch, Markus; Richardson, Thomas S.
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The causal effect of switching to second-line ART in programmes without access to routine viral load monitoring
errAIDS
IF3.1
err2012-01-02
err40
errOAAI
errGsponer, Thomas; Petersen, Maya; Egger, Matthias; Phiri, Sam; Maathuis, Marloes H.; Boulle, Andrew; Musondad, Patrick; Tweya, Hannock; Peter, Karin; Chi, Benjamin H.; Keiser, Olivia
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ASYMPTOTIC OPTIMALITY OF THE WESTFALL-YOUNG PERMUTATION PROCEDURE FOR MULTIPLE TESTING UNDER DEPENDENCE
errANNALS OF STATISTICS
IF3.7
err2011-12-01
err38
errOAAI
errMeinshausen, Nicolai; Maathuis, Marloes H.; Buehlmann, Peter
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Predicting causal effects in large-scale systems from observational data
errNATURE METHODS
IF32.1
err2010-04-01
err179
PREAI
errMaathuis, Marloes H.; Colombo, Diego; Kalisch, Markus; Buehlmann, Peter
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Research Directions

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Co-authors
Cooperation Journals
M
Matthias Egger
H-index: 171 · Papers: 1.5K
M
Matthias Schwab
H-index: 122 · Papers: 1.4K
P
Pedro Marques‐Vidal
H-index: 103 · Papers: 1.1K
G
Gerold Stucki
H-index: 92 · Papers: 571
S
Sebastian Bonhoeffer
H-index: 87 · Papers: 362
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