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Article overview
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A New Method for tackling Asymmetric Decision Problems | Peter A. Thwaites
; Jim Q. Smith
; | Date: |
1 Oct 2015 | Abstract: | Chain Event Graphs are probabilistic graphical models designed especially for
the analysis of discrete statistical problems which do not admit a natural
product space structure. We show here how they can be used for decision
analysis, and describe an optimal decision strategy based on an efficient local
computation message passing scheme. We briefly describe a method for producing
a parsimonious decision CEG, analogous to the parsimonious ID, and touch upon
the CEG-analogues of Shachter’s barren node deletion and arc reversal for
ID-based solution. | Source: | arXiv, 1510.0186 | Services: | Forum | Review | PDF | Favorites |
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