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Causal diagram first introduced in Example 3.38.

Causal diagram first introduced in Example 3.38.

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Figure 1: Probabilistic graphical model.
Figure 12: Causal diagram first introduced in Example 3.38.
Figure 13: Induced subgraphs used throughout Example 4.3.
Figure 17: Algorithm proposed by Shpitser and Pearl [SP 2006b] to...
+3 Figure 18: We always use the graph representation in (a), but for the...
Algorithmic Causal Effect Identification with causaleffect
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  • Jul 2021
Our evolution as a species made a huge step forward when we understood the relationships between causes and effects. These associations may be trivial for some events, but they are not in complex scenarios. To rigorously prove that some occurrences are caused by others, causal theory and causal inference were formalized, introducing the $do$-operat...
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