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Topological Conditional Separation


Pearl's d-separation is a foundational notion to study conditional independence between random variables. We define the topological conditional separation and we show that it is equivalent to the d-separation, extended beyond acyclic graphs, be they finite or infinite.
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hal-03315811 , version 1 (06-08-2021)



Michel de Lara, Jean-Philippe Chancelier, Benjamin Heymann. Topological Conditional Separation. 2021. ⟨hal-03315811⟩
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