Marloes H. Maathuis, Ph.D.
Affiliations: | 2006 | University of Washington, Seattle, Seattle, WA |
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"Marloes Maathuis"Parents
Sign in to add mentor| Jon A. Wellner | grad student | 2006 | University of Washington | |
| (Nonparametric estimation for current status data with competing risks.) | ||||
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Publications
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| Nandy P, Maathuis MH, Richardson TS. (2017) Estimating the effect of joint interventions from observational data in sparse high-dimensional settings Annals of Statistics. 45: 647-674 |
| Sokol A, Maathuis MH, Falkeborg B. (2014) Quantifying identifiability in independent component analysis Electronic Journal of Statistics. 8: 1438-1459 |
| Kalisch M, Mächler M, Colombo D, et al. (2012) Causal inference using graphical models with the R package pcalg Journal of Statistical Software. 47 |
| Colombo D, Maathuis MH, Kalisch M, et al. (2012) Learning high-dimensional directed acyclic graphs with latent and selection variables Annals of Statistics. 40: 294-321 |
| Maathuis MH, Hudgens MG. (2011) Nonparametric inference for competing risks current status data with continuous, discrete or grouped observation times Biometrika. 98: 325-340 |
| Bühlmann P, Kalisch M, Maathuis MH. (2010) Variable selection in high-dimensional linear models: Partially faithful distributions and the pc-simple algorithm Biometrika. 97: 261-278 |
| Maathuis MH, Kalisch M, Bühlmann P. (2009) Estimating high-dimensional intervention effects from observational data Annals of Statistics. 37: 3133-3164 |
| Groeneboom P, Maathuis MH, Wellner JA. (2008) CURRENT STATUS DATA WITH COMPETING RISKS: LIMITING DISTRIBUTION OF THE MLE. Annals of Statistics. 36: 1064-1089 |
| Maathuis MH, Wellner JA. (2008) 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 |
| Groeneboom P, Maathuis MH, Wellner JA. (2008) Current status data with competing risks: Consistency and rates of convergence of the MLE Annals of Statistics. 36: 1031-1063 |