arXiv Open Access 2021

Topological Conditional Separation

Michel de Lara Jean-Philippe Chancelier Benjamin Heymann

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Abstrak

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.

Topik & Kata Kunci

cs.DM math.GN

Penulis (3)

Michel de Lara

Jean-Philippe Chancelier

Benjamin Heymann

Format Sitasi

APA MLA BibTeX

Lara, M.d., Chancelier, J., Heymann, B. (2021). Topological Conditional Separation. https://arxiv.org/abs/2108.03096

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2021
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓