A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2016; you can also visit the original URL.
The file type is `application/pdf`

.

##
###
A Review of Bayesian Networks and Structure Learning

2012
*
Mathematica Applicanda
*

This article reviews the topic of Bayesian networks. A Bayesian network is a factorisation of a probability distribution along a directed acyclic graph. The relation between graphical d-separation and independence is described. A short article from 1853 by Arthur Cayley [8] is discussed, which contains several ideas later used in Bayesian networks: factorisation, the noisy 'or' gate, applications of algebraic geometry to Bayesian networks. The ideas behind Pearl's intervention calculus when the

doi:10.14708/ma.v40i1.278
fatcat:xftrlk4azvg3viilrzuikg5o7q