Perković, Emilija
- Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs
2016/06/22 by Perković, Emilija, Textor, Johannes, Kalisch, Markus +1 · 12 citations
#FOS: Mathematics #Statistics Theory (math.ST)
- A Complete Generalized Adjustment Criterion
2015/07/06 by Emilija Perković, Johannes Textor, Perković, Emilija +5 · 7 citations
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference
- Identifying causal effects in maximally oriented partially directed acyclic graphs
2019/10/07 by Emilija Perković, Perković, Emilija · 7 citations
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Mathematics #Statistics Theory (math.ST)
- Interpreting and using CPDAGs with background knowledge
2017/07/07 by Emilija Perković, Markus Kalisch, Perković, Emilija +3 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Bayesian Modeling and Causal Inference #FOS: Mathematics #Machine Learning and Algorithms #Statistics Theory (math.ST)
- Efficient least squares for estimating total effects under linearity and\n causal sufficiency
2020/08/08 by F Richard Guo, Guo, F. Richard, Emilija Perković +2 · 1 citation
Computer Science · #Bayesian Modeling and Causal Inference
- Conditional Adjustment in a Markov Equivalence Class
2023/11/11 by Sara LaPlante, LaPlante, Sara, Emilija Perković +1 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME)