Software

  • Contributing author to the R package pcalg.

Working Papers and Publications

  • L. Henckel, E. Perković and M.H. Maathuis (2017). Graphical Criteria for Efficient Total Effect Estimation via Adjustment in Multivariate Gaussian Distributions.
     
  • E. Perković, J. Textor, M. Kalisch and M.H. Maathuis (2016). Complete graphical characterization and construction of adjustment sets in Markov equivalence classes of ancestral graphs. Under review at Journal of Machine Learning Research (arxiv)

  • E. Perković, M. Kalisch and M.H. Maathuis (2017). Interpreting and using CPDAGs with background knowledge. In Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence (UAI-17) (arxivpublished version + supplement)

  • E. Perković, J. Textor, M. Kalisch and M.H. Maathuis (2015). A complete generalized adjustment criterion. In Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence (UAI-15). (published version)
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