Complete graphical characterization and construction of adjustment sets in Markov equivalence classes of ancestral graphs E Perkovic, J Textor, M Kalisch, MH Maathuis The Journal of Machine Learning Research 18 (1), 8132-8193, 2018 | 107 | 2018 |
Graphical criteria for efficient total effect estimation via adjustment in causal linear models L Henckel, E Perković, MH Maathuis Journal of the Royal Statistical Society: Series B 84 (2), 579-599, 2022 | 88 | 2022 |
A complete generalized adjustment criterion E Perković, J Textor, M Kalisch, MH Maathuis Uncertainty in Artificial Intelligence 2015, 2015 | 74 | 2015 |
Interpreting and using CPDAGs with background knowledge E Perković, M Kalisch, MH Maathuis Uncertainty in Artificial Intelligence 2017, 2017 | 52 | 2017 |
Identifying causal effects in maximally oriented partially directed acyclic graphs E Perković Uncertainty in Artificial Intelligence 2020, 2020 | 26 | 2020 |
Efficient least squares for estimating total effects under linearity and causal sufficiency FR Guo, E Perković Journal of Machine Learning Research 23 (104), 1-41, 2022 | 14 | 2022 |
Minimal enumeration of all possible total effects in a Markov equivalence class R Guo, E Perkovic International Conference on Artificial Intelligence and Statistics, 2395-2403, 2021 | 14 | 2021 |
pcalg: Methods for graphical models and causal inference M Kalisch, A Hauser, M Maechler, D Colombo, D Entner, P Hoyer, ... R Package retrieved from https://CRAN. R-project. org/package= pcalg, 2021 | 7 | 2021 |
Graphical characterizations of adjustment sets E Perković ETH Zurich, 2018 | 5 | 2018 |
Package ‘pcalg’ M Kalisch, A Hauser, M Maechler, D Colombo, D Entner, P Hoyer, ... | 4 | 2024 |
Variable elimination, graph reduction and the efficient g-formula FR Guo, E Perković, A Rotnitzky Biometrika 110 (3), 739-761, 2023 | 4 | 2023 |
The Phantom Pattern Problem: The Mirage of Big Data, by Gary Smith and Jay Cordes. Oxford, United Kingdom: Oxford University Press, 2020, vii+ 227 pp., $32.95 (H), ISBN: 978-0 … E Perković The American Statistician 76 (1), 86-87, 2022 | 1 | 2022 |
Conditional Adjustment in a Markov Equivalence Class S LaPlante, E Perkovic International Conference on Artificial Intelligence and Statistics, 2782-2790, 2024 | | 2024 |
Leadership in Statistics and Data Science: Planning for Inclusive Excellence, by Amanda L. Golbeck, ed. Cham, Switzerland, Springer, 2021, xxvii+ 432 pp., $159.99 (H), ISBN … E Perković The American Statistician 76 (3), 306-307, 2022 | | 2022 |