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Published at December 6Causal discovery with endogenous context variables
cs.LG
math.ST
stat.TH
Released Date: December 6, 2024
Authors: Wiebke Günther1, Oana-Iuliana Popescu, Martin Rabel, Urmi Ninad, Andreas Gerhardus, Jakob Runge
Aff.: 1German Aerospace Center (DLR), Institute of Data Science, Jena, Germany

| Context-specific data (avg. per regime) | Union / pooled data | |||||||
| PC-AC | PC-M | PC |
|
FCI | CD-NOD | |||
| 2.784 | 2.345 | 1.419 | 4.203 | 0.874 | 0.775 | |||
| 3.254 | 2.679 | 1.693 | 4.947 | 1.054 | 0.974 | |||
| 3.632 | 2.948 | 1.923 | 5.555 | 1.282 | 1.173 | |||
| 4.444 | 3.579 | 2.382 | 6.826 | 1.636 | 1.451 | |||
| 5.302 | 3.862 | 2.900 | 8.202 | 1.915 | 1.730 | |||