Marloes Maathuis
17 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-3398-9893
ETH Zurich
Publications
- Root cause discovery via permutations and Cholesky decomposition — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
- Estimation and Inference of Extremal Quantile Treatment Effects for Heavy-Tailed Distributions — Journal of the American Statistical Association 2024
- Simultaneous false discovery proportion bounds via knockoffs and closed testing — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
- Graphical tools for selecting conditional instrumental sets — Biometrika 2024
- Graphical criteria for efficient total effect estimation via adjustment in causal linear models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
- GGM knockoff filter: False discovery rate control for Gaussian graphical models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021
- Handbook of Graphical Models — Journal of the American Statistical Association 2020
- On Efficient Adjustment in Causal Graphs — Journal of Machine Learning Research 2020
- Robust causal structure learning with some hidden variables — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
- Estimating the effect of joint interventions from observational data in sparse high-dimensional settings — The Annals of Statistics 2017
- A generalized back-door criterion — The Annals of Statistics 2015
- Order-Independent Constraint-Based Causal Structure Learning — Journal of Machine Learning Research 2014
- Learning high-dimensional directed acyclic graphs with latent and selection variables — The Annals of Statistics 2012
- Asymptotic optimality of the Westfall–Young permutation procedure for multiple testing under dependence — The Annals of Statistics 2011
- Variable selection in high-dimensional linear models: partially faithful distributions and the pc-simple algorithm — Biometrika 2010
- Current status data with competing risks: Limiting distribution of the MLE — The Annals of Statistics 2008
- Current status data with competing risks: Consistency and rates of convergence of the MLE — The Annals of Statistics 2008