Marloes H. Maathuis
ETH Zurich(CH)
Publications by Year
Research Areas
Bayesian Modeling and Causal Inference, Statistical Methods and Inference, Advanced Causal Inference Techniques, Statistical Methods and Bayesian Inference, COVID-19 epidemiological studies
Most-Cited Works
- → Causal Inference Using Graphical Models with theRPackagepcalg(2012)529 cited
- → Order-independent constraint-based causal structure learning(2014)466 cited
- → From hype to reality: data science enabling personalized medicine(2018)438 cited
- → Estimating high-dimensional intervention effects from observational data(2009)318 cited
- → Predicting causal effects in large-scale systems from observational data(2010)220 cited
- → Handbook of Graphical Models(2018)178 cited
- → Causal Structure Learning(2017)170 cited
- → Promises, Pitfalls, and Basic Guidelines for Applying Machine Learning Classifiers to Psychiatric Imaging Data, with Autism as an Example(2016)136 cited
- → Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm(2010)117 cited
- → Causal Inference Using Graphical Models with the R Package pcalg(2012)99 cited