贝叶斯线性信念网络中影响传播的局部计算
bayes-an
2008-02-03 v1 数据分析、统计与概率
摘要
近年来,人们对在概率贝叶斯图模型上进行局部计算的理论感兴趣。本文表明,在贝叶斯线性信念网络上的局部计算可以采用类似的方法。然而,相对于更复杂的模型,线性结构提供了许多简化和优势,并结合一些示例加以考察。
引用
@article{arxiv.bayes-an/9609001,
title = {Local computation of influence propagation through Bayes linear belief networks},
author = {Darren J Wilkinson},
journal= {arXiv preprint arXiv:bayes-an/9609001},
year = {2008}
}
备注
LaTeX2e, 11 pages. In submission. See http://www.ncl.ac.uk/~ndjw1/ Also available from http://www.ncl.ac.uk/~ndjw1/pub/djwlc.html For more information about Bayes linear methods, see the Bayes linear home page: http://fourier.dur.ac.uk:8000/stats/bayeslin/