Kalisch, Markus
- Estimating high-dimensional directed acyclic graphs with the PC-algorithm
2005/10/20 by Markus Kalisch, Kalisch, Markus, Buehlmann, Peter · 64 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Mathematics · #Bayesian Modeling and Causal Inference #Metabolomics and Mass Spectrometry Studies #Statistical Methods and Inference
- 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, Perković, Emilija, Johannes Textor +5 · 7 citations
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference
- Interpreting and using CPDAGs with background knowledge
2017/07/07 by Emilija Perković, Perković, Emilija, Markus Kalisch +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)