On Axiomatization of Probabilistic Conditional Independencies

📝 Original Info

• Title: On Axiomatization of Probabilistic Conditional Independencies
• ArXiv ID: 1302.6853
• Date: 2013-02-28
• Authors: Researchers from original ArXiv paper

📝 Abstract

This paper studies the connection between probabilistic conditional independence in uncertain reasoning and data dependency in relational databases. As a demonstration of the usefulness of this preliminary investigation, an alternate proof is presented for refuting the conjecture suggested by Pearl and Paz that probabilistic conditional independencies have a complete axiomatization.

💡 Deep Analysis

Deep Dive into On Axiomatization of Probabilistic Conditional Independencies.

This paper studies the connection between probabilistic conditional independence in uncertain reasoning and data dependency in relational databases. As a demonstration of the usefulness of this preliminary investigation, an alternate proof is presented for refuting the conjecture suggested by Pearl and Paz that probabilistic conditional independencies have a complete axiomatization.

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