Marloes H. Maathuis

Causal Inference Using Graphical Models with the<i>R</i>Package<b>pcalg</b>

Markus Kalisch, Martin Mächler, Diego Colombo et al. · Journal of Statistical Software · 2012 · 541 citations · Full text

Public Health, Biostatistics, Causal Inference +14

Order-independent constraint-based causal structure learning

Diego Colombo, Marloes H. Maathuis · arXiv (Cornell University) · 2014 · 470 citations · Full text

Computing, Computer Science, Causal Inference +13

From hype to reality: data science enabling personalized medicine

Holger Fröhlich, Rudi Balling, Niko Beerenwinkel et al. · BMC Medicine · 2018 · 447 citations · Full text

Computing, Data Science, Health Data Science +12

Estimating high-dimensional intervention effects from observational data

Marloes H. Maathuis, Markus Kalisch, Peter Bühlmann · The Annals of Statistics · 2009 · 325 citations · Full text

Public Health, Biostatistics, Causal Inference +14

Causal Structure Learning

Christina Heinze‐Deml, Marloes H. Maathuis, Nicolai Meinshausen · Annual Review of Statistics and Its Application · 2017 · 174 citations · Full text

Public Health, Data Science, Causal Inference +12