Topological Conditional Separation - Archive ouverte HAL Access content directly
Preprints, Working Papers, ... Year :

Topological Conditional Separation

Abstract

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.
Fichier principal
Vignette du fichier
preprint_Topological_Conditional_Separation_v1.pdf (225.44 Ko) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

hal-03315811 , version 1 (06-08-2021)

Identifiers

Cite

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

Altmetric

Share

Gmail Facebook Twitter LinkedIn More