Marloes H. Maathuis, Ph.D. - Publications

Affiliations: 
2006 University of Washington, Seattle, Seattle, WA 
Area:
Statistics

11/40 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Nandy P, Maathuis MH, Richardson TS. Estimating the effect of joint interventions from observational data in sparse high-dimensional settings Annals of Statistics. 45: 647-674. DOI: 10.1214/16-Aos1462  0.358
2014 Sokol A, Maathuis MH, Falkeborg B. Quantifying identifiability in independent component analysis Electronic Journal of Statistics. 8: 1438-1459. DOI: 10.1214/14-Ejs932  0.391
2012 Kalisch M, Mächler M, Colombo D, Maathuis MH, Bühlmann P. Causal inference using graphical models with the R package pcalg Journal of Statistical Software. 47. DOI: 10.18637/Jss.V047.I11  0.335
2012 Colombo D, Maathuis MH, Kalisch M, Richardson TS. Learning high-dimensional directed acyclic graphs with latent and selection variables Annals of Statistics. 40: 294-321. DOI: 10.1214/11-Aos940  0.334
2011 Maathuis MH, Hudgens MG. Nonparametric inference for competing risks current status data with continuous, discrete or grouped observation times Biometrika. 98: 325-340. DOI: 10.1093/Biomet/Asq083  0.461
2010 Bühlmann P, Kalisch M, Maathuis MH. Variable selection in high-dimensional linear models: Partially faithful distributions and the pc-simple algorithm Biometrika. 97: 261-278. DOI: 10.1093/Biomet/Asq008  0.328
2009 Maathuis MH, Kalisch M, Bühlmann P. Estimating high-dimensional intervention effects from observational data Annals of Statistics. 37: 3133-3164. DOI: 10.1214/09-Aos685  0.443
2008 Groeneboom P, Maathuis MH, Wellner JA. CURRENT STATUS DATA WITH COMPETING RISKS: LIMITING DISTRIBUTION OF THE MLE. Annals of Statistics. 36: 1064-1089. PMID 19888358 DOI: 10.1214/009053607000000983  0.602
2008 Maathuis MH, Wellner JA. Inconsistency of the MLE for the Joint Distribution of Interval-Censored Survival Times and Continuous Marks. Scandinavian Journal of Statistics, Theory and Applications. 35: 83-103. PMID 19881895 DOI: 10.1111/J.1467-9469.2007.00568.X  0.588
2008 Groeneboom P, Maathuis MH, Wellner JA. Current status data with competing risks: Consistency and rates of convergence of the MLE Annals of Statistics. 36: 1031-1063. DOI: 10.1214/009053607000000974  0.601
2007 Hudgens MG, Maathuis MH, Gilbert PB. Nonparametric estimation of the joint distribution of a survival time subject to interval censoring and a continuous mark variable. Biometrics. 63: 372-80. PMID 17688489 DOI: 10.1111/J.1541-0420.2006.00709.X  0.418
Low-probability matches (unlikely to be authored by this person)
2013 Ravizza S, Atkin JAD, Maathuis MH, Burke EK. A combined statistical approach and ground movement model for improving taxi time estimations at airports Journal of the Operational Research Society. 64: 1347-1360. DOI: 10.1057/Jors.2012.123  0.297
2022 Huisman JS, Scire J, Angst DC, Li J, Neher RA, Maathuis MH, Bonhoeffer S, Stadler T. Estimation and worldwide monitoring of the effective reproductive number of SARS-CoV-2. Elife. 11. PMID 35938911 DOI: 10.7554/eLife.71345  0.293
2012 Stekhoven DJ, Moraes I, Sveinbjörnsson G, Hennig L, Maathuis MH, Bühlmann P. Causal stability ranking. Bioinformatics (Oxford, England). 28: 2819-23. PMID 22945788 DOI: 10.1093/Bioinformatics/Bts523  0.292
2015 Maathuis MH, Colombo D. A generalized back-door criterion Annals of Statistics. 43: 1060-1088. DOI: 10.1214/14-Aos1295  0.29
2017 Nowzohour C, Maathuis MH, Evans RJ, Bühlmann P. Distributional equivalence and structure learning for bow-free acyclic path diagrams Electronic Journal of Statistics. 11: 5342-5374. DOI: 10.1214/17-Ejs1372  0.284
2020 Anderegg N, Hector J, Jefferys LF, Burgos-Soto J, Hobbins MA, Ehmer J, Meier L, Maathuis MH, Egger M. Loss to follow-up correction increased mortality estimates in HIV-positive people on antiretroviral therapy in Mozambique. Journal of Clinical Epidemiology. PMID 32828836 DOI: 10.1016/J.Jclinepi.2020.08.012  0.282
2010 Caesar AJ, Caesar TC, Maathuis MH. Pathogenicity, characterization and comparative virulence of Rhizoctonia spp. from insect-galled roots of Lepidium draba in Europe Biological Control. 52: 140-144. DOI: 10.1016/J.Biocontrol.2009.10.006  0.279
2005 Maathuis MH. Reduction algorithm for the NPMLE for the distribution function of bivariate interval-censored data Journal of Computational and Graphical Statistics. 14: 352-362. DOI: 10.1198/106186005X48470  0.276
2018 Fröhlich H, Balling R, Beerenwinkel N, Kohlbacher O, Kumar S, Lengauer T, Maathuis MH, Moreau Y, Murphy SA, Przytycka TM, Rebhan M, Röst H, Schuppert A, Schwab M, Spang R, et al. From hype to reality: data science enabling personalized medicine. Bmc Medicine. 16: 150. PMID 30145981 DOI: 10.1186/S12916-018-1122-7  0.274
2016 Kassraian-Fard P, Matthis C, Balsters JH, Maathuis MH, Wenderoth N. Promises, Pitfalls, and Basic Guidelines for Applying Machine Learning Classifiers to Psychiatric Imaging Data, with Autism as an Example. Frontiers in Psychiatry. 7: 177. PMID 27990125 DOI: 10.3389/Fpsyt.2016.00177  0.273
2010 Maathuis MH, Colombo D, Kalisch M, Bühlmann P. Predicting causal effects in large-scale systems from observational data. Nature Methods. 7: 247-8. PMID 20354511 DOI: 10.1038/Nmeth0410-247  0.268
2019 Frot B, Nandy P, Maathuis MH. Robust causal structure learning with some hidden variables Journal of the Royal Statistical Society Series B-Statistical Methodology. 81: 459-487. DOI: 10.1111/Rssb.12315  0.255
2020 Mettler SK, Kim J, Maathuis MH. Diagnostic serial interval as a novel indicator for contact tracing effectiveness exemplified with the SARS-CoV-2/COVID-19 outbreak in South Korea. International Journal of Infectious Diseases : Ijid : Official Publication of the International Society For Infectious Diseases. PMID 32771634 DOI: 10.1016/J.Ijid.2020.07.068  0.254
2023 Scire J, Huisman JS, Grosu A, Angst DC, Lison A, Li J, Maathuis MH, Bonhoeffer S, Stadler T. estimateR: an R package to estimate and monitor the effective reproductive number. Bmc Bioinformatics. 24: 310. PMID 37568078 DOI: 10.1186/s12859-023-05428-4  0.251
2018 Perković E, Textor J, Kalisch M, Maathuis MH. Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs Journal of Machine Learning Research. 18: 1-62. DOI: 10.3929/Ethz-B-000278021  0.251
2010 Kalisch M, Fellinghauer BA, Grill E, Maathuis MH, Mansmann U, Bühlmann P, Stucki G. Understanding human functioning using graphical models. Bmc Medical Research Methodology. 10: 14. PMID 20149230 DOI: 10.1186/1471-2288-10-14  0.25
2011 Meinshausen N, Maathuis MH, Bühlmann P. Asymptotic optimality of the westfall-young permutation procedure for multiple testing under dependence Annals of Statistics. 39: 3369-3391. DOI: 10.1214/11-Aos946  0.248
2018 Nandy P, Hauser A, Maathuis MH. High-dimensional consistency in score-based and hybrid structure learning Annals of Statistics. 46: 3151-3183. DOI: 10.1214/17-Aos1654  0.238
2019 Baranczuk Z, Estill J, Blough S, Meier S, Merzouki A, Maathuis MH, Keiser O. Socio-behavioural characteristics and HIV: findings from a graphical modelling analysis of 29 sub-Saharan African countries. Journal of the International Aids Society. 22: e25437. PMID 31854506 DOI: 10.1002/Jia2.25437  0.238
2013 van de Geer S, Maathuis MH. Discussion of the paper by Piet Groeneboom: Nonparametric (smoothed) likelihood and integral equations Journal of Statistical Planning and Inference. 143: 2068-2071. DOI: 10.1016/J.Jspi.2013.07.002  0.232
2019 Zimmermann M, Maathuis M, Kumar S. Feature selection for sleep staging using cardiorespiratory and movement signals Erj Open Research. 5. DOI: 10.1183/23120541.Sleepandbreathing-2019.P40  0.222
2012 Gsponer T, Petersen M, Egger M, Phiri S, Maathuis MH, Boulle A, Musondad P, Tweya H, Peter K, Chi BH, Keiser O. The causal effect of switching to second-line ART in programmes without access to routine viral load monitoring. Aids (London, England). 26: 57-65. PMID 22089376 DOI: 10.1097/Qad.0B013E32834E1B5F  0.202
2015 Perković E, Textor J, Kalisch M, Maathuis MH. A complete generalized adjustment criterion Uncertainty in Artificial Intelligence - Proceedings of the 31st Conference, Uai 2015. 682-691.  0.202
2017 Aigner A, Curt A, Tanadini LG, Maathuis MH. Concurrent validity of single and groups of walking assessments following acute spinal cord injury. Spinal Cord. 55: 435-440. PMID 27845354 DOI: 10.1038/Sc.2016.148  0.174
2015 Colombo D, Maathuis MH. Order-independent constraint-based causal structure learning Journal of Machine Learning Research. 15: 3741-3782.  0.15
2011 Colombo D, Maathuis MH, Kalisch M, Richardson TS. Learning high-dimensional DAGs with latent and selection variables Proceedings of the 27th Conference On Uncertainty in Artificial Intelligence, Uai 2011. 850.  0.114
2021 Hiltbrunner S, Spohn ML, Wechsler R, Akhoundova D, Bankel L, Kasser S, Bihr S, Britschgi C, Maathuis MH, Curioni-Fontecedro A. Comprehensive Statistical Exploration of Prognostic (Bio-)Markers for Responses to Immune Checkpoint Inhibitor in Patients with Non-Small Cell Lung Cancer. Cancers. 14. PMID 35008239 DOI: 10.3390/cancers14010075  0.098
2021 Mettler SK, Park J, Özbek O, Mettler LK, Ho PH, Rhim HC, Maathuis MH. Diagnostic Serial Interval as an Indicator for Effectiveness of Contact Tracing in the COVID-19 Pandemic - A Simulation Study. International Journal of Infectious Diseases : Ijid : Official Publication of the International Society For Infectious Diseases. PMID 33862210 DOI: 10.1016/j.ijid.2021.04.029  0.086
2007 Friend P, Maathuis MH, Clavien PA, Van Gulik T. Discussions Annals of Surgery. 246: 989-991. DOI: 10.1097/SLA.0b013e31815c4019  0.029
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