A note on the relationship between conditional and unconditional independence and its extensions for Markov kernels

DOI10.1111/stan.12171arXiv1706.03955OpenAlexW2918121785MaRDI QIDQ6067640

Paloma Pérez, Agustín G. Nogales

Publication date: 14 December 2023

Published in: Statistica Neerlandica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1706.03955

zbMATH Keywords

Markov kernelconditional independence

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Invariance properties of the conditional independence relation
• Conditional and unconditional statistical independence
• Conditional independence for statistical operations
• On independence of Markov kernels and a generalization of two theorems of Basu
• The existence of regular conditional probabilities for Markov kernels

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