Bell's local causality is a d-separation criterion
arXiv:1905.01700 · doi:10.1007/978-981-13-2487-1_2
Abstract
This paper aims to motivate Bell's notion of local causality by means of Bayesian networks. In a locally causal theory any superluminal correlation should be screened off by atomic events localized in any so-called \textit{shielder-off region} in the past of one of the correlating events. In a Bayesian network any correlation between non-descendant random variables are screened off by any so-called \textit{d-separating set} of variables. We will argue that the shielder-off regions in the definition of local causality conform in a well defined sense to the d-separating sets in Bayesian networks.
13 pages, 8 figures
References in corpus (11)
- J.S. Bell's Concept of Local Causality
- What Bell Did
- Markov properties for mixed graphs
- Local Causality and Completeness: Bell vs. Jarrett
- Not throwing out the baby with the bathwater: Bell's condition of local causality mathematically 'sharp and clean'
- Non-separability does not relieve the problem of Bell's theorem
- Reichenbach's Common Cause Principle in Algebraic Quantum Field Theory with Locally Finite Degrees of Freedom
- Noncommuting local common causes for correlations violating the Clauser-Horne inequality
- Noncommutative Common Cause Principles in Algebraic Quantum Field Theory
- Distinguishing Causality Principles
- On the concept of Bell's local causality in local classical and quantum theory