Using Influence Diagrams.
作者： Richard E Barlow
DOI:
关键词: Influence diagram 、 Decision tree 、 Conditional independence 、 Mathematics 、 Evidential reasoning approach 、 Theoretical computer science 、 Artificial intelligence 、 Weighted sum model 、 Decision rule 、 Optimal decision 、 Machine learning 、 Admissible decision rule
摘要: Abstract : This paper is intended primarily for a statistical audience. The influence diagram can be used to model almost any problem of interest. In most cases, it graphically highlights conditional independence relationships implied by the model. Using decision nodes, provides an alternative tree Bayesian analysis. Keywords: Directed Graphs; Conditional Independence.
参考文章(2)
R. E. Barlow, R. W. Mensing, N. G. Smiriga, Using Influence Diagrams to Solve the Calibration Problem. Springer, Boston, MA. pp. 17- 30 ,(1986) , 10.1007/978-1-4613-1885-9_3
Richard E. Barlow, Xiang Zhang, Bayesian analysis of inspection sampling procedures discussed by Deming Journal of Statistical Planning and Inference. ,vol. 16, pp. 285- 296 ,(1986) , 10.1016/0378-3758(87)90081-4