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  • 标题:deal: A Package for Learning Bayesian Networks
  • 本地全文:下载
  • 作者:Susanne G. Boettcher ; Claus Dethlefsen
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2003
  • 卷号:8
  • 期号:1
  • 页码:1-40
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:deal is a software package for use with R. It includes several methods for analysing data using Bayesian networks with variables of discrete and/or continuous types but restricted to conditionally Gaussian networks. Construction of priors for network parameters is supported and their parameters can be learned from data using conjugate updating. The network score is used as a metric to learn the structure of the network and forms the basis of a heuristic search strategy. deal has an interface to Hugin.
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