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Marloes H. Maathuis, Ph.D. - Publications

Affiliations: 
2006 University of Washington, Seattle, Seattle, WA 
Area:
Statistics
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11 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
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